Mila is a research institute in artificial intelligence which rallies 500 researchers specializing in the field of deep learning. Here is a directory of their publications, from 2018 to 2020.
Last updated: July 15th 2020
computer science (534)artificial intelligence (423)machine learning (243)pattern recognition (84)deep learning (69)mathematical optimization (68)artificial neural network (64)reinforcement learning (62)mathematics (52)natural language processing (47)computer vision (39)theoretical computer science (37)algorithm (35)generative grammar (32)graph (31)inference (30)psychology (29)recurrent neural network (27)biology (27)engineering (25)robustness (22)adversarial system (22)speech recognition (21)feature learning (20)cognitive psychology (18)convergence (17)distributed computing (17)real time computing (17)data mining (16)segmentation (16)convolutional neural network (16)scalability (15)exploit (15)neuroscience (15)information retrieval (14)human computer interaction (14)medicine (14)genetics (14)data science (14)probabilistic logic (14)control engineering (14)visualization (13)robot (13)sampling (12)encoder (12)computation (12)differentiable function (11)software (11)recursion (11)applied mathematics (11)transfer of learning (11)interpolation (11)bayesian probability (10)deep neural networks (10)rendering (10)ranking (10)graph neural networks (9)parallel computing (9)decoding methods (9)architecture (9)residual (9)regularization (9)task analysis (9)embedding (9)nonlinear system (8)encoding (8)internal medicine (8)mutual information (8)ground truth (8)generative model (8)abstraction (8)recommender system (8)data set (7)latent variable (7)syntax (7)classifier (7)population (7)computational biology (7)parsing (7)matrix (7)monte carlo method (7)estimator (7)supervised learning (7)forgetting (7)trajectory (7)encode (6)cluster analysis (6)markov decision process (6)invariant (6)importance sampling (6)algebra (6)data modeling (6)regular polygon (6)chemistry (6)physics (6)image segmentation (6)neuroimaging (6)control theory (6)endocrinology (6)global positioning system (6)cognitive science (6)solver (6)voxel (6)unsupervised learning (6)upper and lower bounds (6)domain adaptation (6)manifold (6)filter (6)computer network (6)backpropagation (6)maxima and minima (6)operator (6)spectrogram (6)sentence (6)end to end principle (5)perception (5)linguistics (5)language model (5)internet privacy (5)labeled data (5)annotation (5)markov chain (5)channel (5)regression (5)social network (5)imitation learning (5)throughput (5)electronic engineering (5)semantics (5)interpretability (5)genome (5)energy consumption (5)convolution (5)programming language (5)graphical model (5)robotics (5)parametric statistics (5)binary number (5)bellman equation (5)continual learning (5)rate of convergence (5)the internet (5)empirical research (5)data driven (4)ray tracing (4)synchronization (4)gradient descent (4)bottleneck (4)treebank (4)mnist database (4)dimensionality reduction (4)radiology (4)computer graphics images (4)autoregressive model (4)cloud computing (4)initialization (4)intuition (4)source code (4)data structure (4)natural language (4)language acquisition (4)maximization (4)active learning (4)state space (4)optimization problem (4)bandwidth (4)usability (4)human brain (4)cognition (4)modalities (4)sensory system (4)multiple sclerosis (4)integer programming (4)asynchronous communication (4)social media (4)training set (4)observability (4)computer engineering (4)kronecker delta (4)stochastic gradient descent (4)optimization algorithm (4)discriminator (4)residual neural network (4)normalization (4)overfitting (4)biomedical image (4)expressivity (4)scheduling (4)tracing (4)automatic summarization (4)question answering (4)single image (4)health care (4)discrete mathematics (4)linear programming (4)quadratic programming (4)quadratic equation (4)discriminative model (4)autoencoder (4)heuristic (4)gating (3)electroencephalography (3)cognitive neuroscience of visual object recognition (3)industrial engineering (3)feature engineering (3)architectural engineering (3)separable space (3)personalization (3)quantization (3)global illumination (3)pandemic (3)knowledge management (3)coronavirus disease 2019 (3)high dimensional (3)contextual image classification (3)friendship (3)python (3)modular design (3)implementation (3)systems neuroscience (3)psychological resilience (3)dna sequencing (3)chromosome conformation capture (3)feature extraction (3)data type (3)dynamical systems theory (3)logistic regression (3)discrete choice (3)clothing (3)computer hardware (3)stationary point (3)polar (3)markov process (3)bioinformatics (3)spoken language (3)computer security (3)momentum (3)machine translation (3)autism (3)suite (3)flow (3)softmax function (3)directed acyclic graph (3)obfuscation (3)stochastic process (3)parametrization (3)information bottleneck method (3)ranging (3)black box (3)tracking system (3)biological neural network (3)arithmetic (3)lesion (3)combinatorial optimization problem (3)planner (3)statistics (3)messenger rna (3)gene (3)recall (3)kernel (3)boosting (3)target distribution (3)code generation (3)distillation (3)still face (3)learning problem (3)inertial measurement unit (3)correctness (3)mechanical ventilation (3)gestational age (3)birth weight (3)anesthesia (3)fluorescence (3)synaptic plasticity (3)biochemistry (3)biological system (3)mobile device (3)random forest (3)embodied cognition (3)markov chain monte carlo (3)hyperparameter optimization (3)variance reduction (3)stochastic optimization (3)tree structure (3)open problem (3)inversion (3)feasible region (3)feature vector (3)equivalence (3)bayesian inference (3)systems engineering (3)database (3)point cloud (3)disease progression (3)hierarchy (3)network architecture (3)pixel (3)image translation (3)scattering (3)function approximation (3)supplementary data (3)radiance (3)smoothness (3)open source (3)undersampling (3)wireless sensor network (3)image generation (3)animation (3)mixture model (3)credit assignment (3)speedup (3)probability distribution (3)sentiment analysis (3)lexicon (3)motion capture (3)structured prediction (3)visual reasoning (3)building energy (2)raw data (2)differential privacy (2)minification (2)gradient method (2)information geometry (2)compression (2)conditioning (2)top down and bottom up design (2)pruning (2)syntactic structure (2)precomputation (2)path tracing (2)big data (2)severe acute respiratory syndrome coronavirus 2 (2)contact tracing (2)2019 20 coronavirus outbreak (2)performance improvement (2)mahalanobis distance (2)social support (2)developmental psychology (2)brain morphometry (2)biobank (2)duality (2)mr images (2)iterative reconstruction (2)signal processing (2)computer architecture (2)loneliness (2)chromatin immunoprecipitation (2)urban environment (2)travel time (2)geography (2)lesion segmentation (2)universal dependencies (2)interlingua (2)intrinsic value (2)canonical correlation (2)behavioral data (2)dynamical system (2)tomography (2)sigmoid function (2)histogram (2)marketing (2)environmental resource management (2)economics (2)country of origin (2)condensed matter physics (2)sample size determination (2)receiver operating characteristic (2)convex function (2)cmos (2)kalman filter (2)speech synthesis (2)visual odometry (2)pose (2)column generation (2)prefrontal cortex (2)hippocampus (2)categorical variable (2)assembly language (2)baseline (2)zero shot learning (2)vocabulary (2)causal inference (2)graph generation (2)domain knowledge (2)data density (2)text generation (2)natural language generation (2)situation awareness (2)decision making (2)continuous optimization (2)constrained optimization (2)learning environment (2)salient (2)reachability (2)modularity (2)joint probability distribution (2)time series (2)lossless compression (2)transport engineering (2)learning methods (2)laplacian matrix (2)optimal control (2)linear function (2)inferior frontal gyrus (2)content analysis (2)locus (2)ecology (2)search algorithm (2)physical medicine and rehabilitation (2)gaussian process (2)bayesian optimization (2)magnetoencephalography (2)electrophysiology (2)molecular biology (2)cerebral cortex (2)bigbrain (2)magnetic resonance imaging (2)assignment problem (2)vehicle frame (2)intelligent transportation system (2)parvalbumin (2)optogenetics (2)interneuron (2)model complexity (2)confounding (2)algorithm design (2)untranslated region (2)drosophila melanogaster (2)materials science (2)emerging markets (2)cross national (2)consumer behaviour (2)china (2)iterated function (2)revenue (2)kernel method (2)transcription (2)regulation of gene expression (2)rna (2)dna (2)chromatin (2)computational science (2)compiler (2)linear regression (2)successor cardinal (2)resting state fmri (2)kernel regression (2)inorganic chemistry (2)genetic algorithm (2)drone (2)sensor array (2)selectivity (2)luminescence (2)timit (2)hippocampal formation (2)metal organic framework (2)markov random field (2)deep sequencing (2)coding region (2)biotechnology (2)biological data (2)management science (2)network on (2)gesture (2)job shop scheduling (2)data transmission (2)data center (2)neural information processing (2)german (2)gait (2)gradient based algorithm (2)curvature (2)superresolution (2)neuron (2)inference engine (2)gossip (2)power graph analysis (2)parameterized complexity (2)combinatorial optimization (2)action selection (2)hessian matrix (2)finite set (2)lipschitz continuity (2)line search (2)optimization methods (2)large class (2)eigenvalues and eigenvectors (2)intelligent agent (2)generality (2)data visualization (2)data point (2)coherence (2)bisimulation (2)traceability (2)software engineering (2)training methods (2)random walk (2)monte carlo integration (2)control variates (2)winograd schema challenge (2)commonsense reasoning (2)terrain (2)regret (2)salience (2)medical imaging (2)disease (2)masking (2)human multitasking (2)combinatorics (2)maximum a posteriori estimation (2)non convex optimization (2)fixed point (2)calcium imaging (2)novelty (2)imitation (2)social effects (2)pure mathematics (2)electronic health record (2)econometrics (2)robot control (2)mathematical proof (2)semi supervised learning (2)coreference (2)conversation (2)benchmark data (2)object detection (2)image processing (2)database transaction (2)confidentiality (2)access control (2)electricity (2)complex number (2)discounting (2)constraint programming (2)wireless network (2)smart grid (2)controller (2)through the lens metering (2)open source software (2)relevant information (2)oncology (2)visibility (2)data model (2)knowledge graph (2)reproducibility (2)quaternion (2)backtracking (2)infomax (2)partially observable markov decision process (2)collision (2)hybrid monte carlo (2)leverage (2)learning theory (2)tensor (2)state of charge (2)health records (2)clinical events (2)gene expression (2)adaptive sampling (2)fidelity (2)diabetes mellitus (2)world wide web (2)graph classification (2)sequence learning (2)observational learning (2)bridging (2)latent semantic analysis (2)cyber physical system (2)law enforcement (2)cybercrime (2)gyroscope (2)acceleration (2)inverse reinforcement learning (2)inverse optimization (2)clinical trial (2)scaling (2)affine transformation (2)single step (2)decision boundary (2)singing (2)odometry (2)topology (2)natural language understanding (2)simulation (2)time frequency analysis (2)monaural (2)extremely preterm (2)iterative refinement (2)scale space segmentation (2)computed tomography (2)feed forward (2)bounded function (2)question generation (2)stimulus (1)repetition priming (1)millisecond (1)information processing (1)fixation (1)predictive controller (1)physical model (1)energy distribution (1)data source (1)relational database (1)information privacy (1)data release (1)data publishing (1)perfect competition (1)facility location problem (1)cutting plane method (1)convexity (1)operationalization (1)exponential family (1)transport network (1)cellular dynamics (1)verification problem (1)perceptron (1)equivariant map (1)variational learning (1)temporal difference learning (1)interference (1)relationship extraction (1)horizon (1)curse (1)hamiltonian (1)iterated learning (1)gradient estimation (1)chemical space (1)black swan theory (1)politics (1)media studies (1)fact checking (1)astronomy (1)ground (1)expression (1)information seeking (1)comprehension (1)social preferences (1)learning machine (1)cultural values (1)vectorization (1)bidirectional scattering distribution function (1)spark (1)personally identifiable information (1)mobile apps (1)cloud rendering (1)vector space (1)linear subspace (1)distributional semantics (1)metric (1)adaptation strategies (1)metropolis light transport (1)social brain (1)evolution of human intelligence (1)bayesian hierarchical modeling (1)nonlinear mixed integer programming (1)integer (1)parallel imaging (1)compressed sensing (1)toolbox (1)standard algorithms (1)matlab (1)trial and error (1)mind wandering (1)human intelligence (1)default mode network (1)continuous evaluation (1)independent and identically distributed random variables (1)social isolation (1)social environment (1)social distance (1)life satisfaction (1)distress (1)sequencing data (1)primer (1)genome browser (1)vehicle routing problem (1)time windows (1)tabu search heuristic (1)tabu search (1)standardization (1)research opportunities (1)radiomics (1)optics (1)model building (1)analytics (1)data sharing (1)topic model (1)precision medicine (1)missing data (1)health informatics (1)diagnosis code (1)data integration (1)collaborative filtering (1)white matter lesion (1)improved performance (1)image segmentation algorithm (1)dice (1)transgender (1)normative (1)gender identity (1)functional brain (1)voting (1)oscillation (1)attractor (1)high dose rate brachytherapy (1)dosimetry (1)brachytherapy (1)absorbed dose (1)original data (1)numeric data (1)network structure (1)multidimensional scaling (1)isomorphism (1)traffic conditions (1)real time data (1)decision rule (1)choice set (1)sustainable clothing (1)sustainability (1)sensory cue (1)consumer choice (1)altruism (1)tellurate (1)paramagnetism (1)magnetism (1)magnetic refrigeration (1)ion (1)honeycomb (1)heat capacity (1)antiferromagnetism (1)map inference (1)triage (1)retrospective cohort study (1)radiological weapon (1)pleural effusion (1)interventional radiology (1)wave field (1)sound propagation (1)reciprocal (1)coding (1)risc v (1)instruction set (1)electronic circuit (1)barrel processor (1)barrel (1)invertible matrix (1)chip (1)transmitter power output (1)renewal theory (1)optimal estimation (1)gene dosage (1)psychiatry (1)service provider (1)range query (1)outsourcing (1)homomorphic encryption (1)encryption (1)visual scale (1)monocular (1)loop closure (1)direct methods (1)engineering drawing (1)nested set model (1)logit (1)dynamic network analysis (1)data collection (1)bittorrent tracker (1)memory consolidation (1)initial training (1)synchronizing (1)chen (1)dsm 5 (1)comorbidity (1)autistic traits (1)spec (1)neural coding (1)branch predictor (1)learning to learn (1)important research (1)principle of compositionality (1)locality (1)word error rate (1)underpinning (1)parity (1)conditional learning (1)learning rule (1)discontinuity (1)scratch (1)schedule (1)lewis signaling game (1)human language (1)converse (1)graph kernel (1)molecular graph (1)chemical property (1)sample quality (1)root cause (1)maximum likelihood (1)region selection (1)proof of concept (1)class imbalance (1)visual perception (1)driving simulator (1)greedy algorithm (1)saddle point (1)empirical evidence (1)creative visualization (1)concatenation (1)pace (1)effective algorithm (1)arrow of time (1)causality (1)causal graph (1)univariate (1)residual blocks (1)basis expansion (1)policy design (1)information system (1)ecological footprint (1)bad weather (1)structuring (1)biological network (1)orthogonality principle (1)minimum mean square error (1)least mean squares filter (1)gaussian noise (1)gaussian (1)conditional independence (1)data analysis (1)self control (1)response inhibition (1)neural correlates of consciousness (1)executive functions (1)basal ganglia (1)anterior cingulate cortex (1)anger (1)conceptual framework (1)automated technique (1)argumentation theory (1)schizophrenia (1)mutation (1)copy number variation (1)statistical learning (1)network connectivity (1)spurious relationship (1)iterative and incremental development (1)brute force search (1)warrant (1)surprise (1)oral tradition (1)narrative (1)experimental evolution (1)evolutionary computation (1)epistemology (1)creativity (1)artificial life (1)realism (1)climate change (1)haystack (1)motor learning (1)cerebellum (1)anatomical configuration (1)sensory processing (1)motor cortex (1)laminar flow (1)cerebral hemisphere (1)anatomy (1)reed solomon error correction (1)low latency (1)forward error correction (1)communications system (1)subtraction (1)mechanism based (1)disease activity (1)software system (1)semantic similarity (1)locality of reference (1)code smell (1)swarm behaviour (1)3d mapping (1)search tree (1)influence diagram (1)independent set (1)network topology (1)localization system (1)fuse (1)autonomous navigation system (1)neocortex (1)inhibitory postsynaptic potential (1)barrel cortex (1)sparse structure (1)multivariate statistics (1)multivariate analysis (1)brain development (1)stroke recovery (1)stroke (1)post stroke (1)motor impairment (1)motor function (1)explained variation (1)surfel (1)spatial intelligence (1)polygon mesh (1)morality (1)sense (1)cytoplasm (1)centrosome (1)clinical psychology (1)african american (1)young female (1)structural engineering (1)consumer innovativeness (1)network size (1)asynchrony (1)multi objective optimization (1)social dynamics (1)sexual differentiation (1)limbic system (1)brain size (1)waste management (1)ventilation (1)hvac (1)direct feedback (1)air conditioning (1)topic shift (1)rumor (1)service level (1)queueing theory (1)global optimum (1)efficient algorithm (1)continuous variable (1)theory of mind (1)research community (1)perfect information (1)frontier (1)multiple kernel learning (1)electrical load (1)electric power system (1)majority rule (1)bayes theorem (1)relay (1)insular cortex (1)insula (1)delta wave (1)beta (1)adaptive behavior (1)synapse organization (1)retinoid metabolic process (1)neurotransmitter transport (1)ion transmembrane transport (1)genetic architecture (1)exome (1)calcium ion transmembrane transport (1)positive correlation (1)metabolic syndrome (1)gut microbiome (1)fatty acid (1)dash diet (1)cd8 (1)body weight (1)blood pressure (1)chromatin remodeling (1)sparse matrix vector multiplication (1)sparse matrix (1)sparse approximation (1)row (1)multiplication (1)stencil code (1)performance prediction (1)policy capturing (1)expert system (1)dilemma (1)decision support system (1)cognitive model (1)shared memory (1)contextual information (1)bilinear map (1)belief propagation (1)observable (1)interactive fiction (1)video tracking (1)spatial invariance (1)semantic awareness (1)learning based (1)anomaly detection (1)smooth approximation (1)logistic function (1)wireless communication systems (1)channel code (1)channel capacity (1)sparse matrix vector (1)mobile communication systems (1)list size (1)latency (1)human connectome project (1)feedforward neural network (1)connectome (1)specific surface area (1)reaction rate (1)organic chemistry (1)microcystin lr (1)microcystin (1)limonite (1)lewis acids and bases (1)hydrolysis (1)catalysis (1)upload (1)two step (1)inertial navigation system (1)surgery (1)interquartile range (1)intensive care (1)continuous positive airway pressure (1)bradycardia (1)apnea (1)white light (1)titration (1)single measurement (1)photochemistry (1)optoelectronics (1)berberine (1)analyte (1)k space (1)dicom (1)phenylpyruvic acid (1)nuclear chemistry (1)ligand (1)intramolecular force (1)aqueous solution (1)adsorption (1)white matter (1)huntington s disease (1)cohort (1)cognitive decline (1)self supervised learning (1)speech distortion (1)wearable computer (1)hand motion (1)driving safety (1)long term potentiation (1)ltp induction (1)enzyme (1)clinical diagnosis (1)alkaline phosphatase (1)abnormal expression (1)restriction fragment (1)density estimation (1)chia pet (1)multicellular organism (1)general method (1)design of experiments (1)cell cancer (1)stencil (1)lift (1)general purpose computing on graphics processing units (1)upstream open reading frame (1)translational regulation (1)protein subunit (1)protein complex assembly (1)prefoldin (1)chaperone (1)coping (1)trustworthiness (1)specific information (1)privacy protection (1)multiple sclerosis lesion (1)effective dimension (1)automotive industry (1)click fraud (1)use case (1)touchscreen (1)public transport (1)obstacle (1)mobile computing (1)gesture recognition (1)operating cost (1)electronic mail (1)distributed database (1)phylogenetic tree (1)phylogenetic network (1)rail freight transport (1)network planning and design (1)economies of scale (1)destinations (1)commercial software (1)fleet management (1)competitor analysis (1)document classification (1)authorship attribution (1)state action (1)inductive bias (1)streams (1)neuropsychiatry (1)information theory (1)lifelong learning (1)multi image (1)neurogenesis (1)dentate gyrus (1)calculus (1)thermodynamic integration (1)marginal likelihood (1)expected loss (1)activation function (1)special class (1)close relationship (1)multiple view (1)multiclass classification (1)kronecker product (1)empirical bayes method (1)coordinate descent (1)language construct (1)formal language (1)time efficiency (1)block size (1)bernoulli s principle (1)term logic (1)rule of inference (1)markov logic network (1)multinomial distribution (1)learning agent (1)feature selection (1)branching (1)bipartite graph (1)stimulus modality (1)control algorithm (1)online optimization (1)linear network (1)gradient noise (1)batch method (1)memory architecture (1)cumulative distribution function (1)teamwork (1)social dilemma (1)diplomacy (1)betrayal (1)qualitative evidence (1)transition function (1)steady state (1)backpropagation through time (1)state space representation (1)sequential data (1)imagination (1)vanishing gradient problem (1)schur decomposition (1)orthogonality (1)orthogonal matrix (1)state representation (1)waveform (1)raw audio format (1)mean opinion score (1)sample selection (1)constraint reduction (1)kullback leibler divergence (1)data domain (1)convex combination (1)archetypal analysis (1)sensorimotor rhythm (1)proprioception (1)isometric exercise (1)efferent (1)quantum (1)markov model (1)vocal music (1)tonality (1)musical form (1)musical (1)melody (1)formality (1)dance (1)supercomputer (1)rewriting (1)transcriptome (1)rna binding protein (1)model organism (1)danio (1)caenorhabditis elegans (1)binding site (1)numerical analysis (1)nonlinear programming (1)standard error (1)adversary (1)transmittance (1)light attenuation (1)signed distance function (1)referring expression generation (1)multi stage (1)inductive reasoning (1)user identifier (1)self attention (1)online advertising (1)sweep frequency response analysis (1)satellite navigation (1)frequency modulation (1)distortion (1)robot manipulator (1)manipulator (1)inverse dynamics (1)data efficiency (1)online learning (1)multi agent system (1)lidar data (1)lidar (1)external data representation (1)model selection (1)experimental research (1)computational model (1)artificial language learning (1)artificial grammar learning (1)visually impaired (1)false positive paradox (1)false discovery rate (1)sample variance (1)amortization (1)visual short term memory (1)supramarginal gyrus (1)short term memory (1)precentral gyrus (1)postcentral gyrus (1)pathology (1)neurocognitive (1)middle temporal gyrus (1)audiology (1)stackelberg competition (1)nash games (1)mathematical economics (1)brain tumor segmentation (1)structural magnetic resonance imaging (1)early prediction (1)dementia (1)limiting (1)chest disease (1)nonlinear dimensionality reduction (1)unsupervised clustering (1)reflection mapping (1)qualitative evaluations (1)compositing (1)uv spectrum (1)linear discriminant analysis (1)hierarchical clustering (1)drug analysis (1)analytical chemistry (1)chordal graph (1)restricted boltzmann machine (1)hidden variable theory (1)gumbel distribution (1)boltzmann machine (1)boltzmann distribution (1)sound classification (1)video sequence (1)video prediction (1)training transfer (1)disease detection (1)frequency domain (1)temperature scaling (1)calibration (1)panopticon (1)communication (1)spectral line (1)multi frame (1)fusion (1)pseudogene (1)human genome (1)gencode (1)multiview learning (1)kotlin (1)digital subscriber line (1)perinatal asphyxia (1)speech model (1)working memory (1)information access (1)wavelet (1)distance measures (1)software requirements specification (1)requirements engineering (1)position paper (1)pedestrian detection (1)pedestrian (1)life critical system (1)current practice (1)wavelet transform (1)grayscale (1)turnkey (1)outlier (1)predictive analytics (1)ontology (1)medical knowledge (1)transformative learning (1)internet access (1)data security (1)citizen science (1)spectrum analysis (1)information leakage (1)engine control unit (1)probabilistic simulation (1)probabilistic bisimulation (1)modal (1)programmer (1)interpreter (1)dialog box (1)verlet integration (1)subspace topology (1)memory footprint (1)dynamical simulation (1)collision detection (1)business process reengineering (1)word graph (1)pointer (1)document summarization (1)quantum information science (1)quantum information (1)communication complexity (1)coding theory (1)subcellular localization (1)mammalian genome (1)evolutionary biology (1)chromosome (1)breakpoint (1)hardware in the loop simulation (1)user generated content (1)sociology (1)social issues (1)public relations (1)public policy (1)internet of things (1)blockchain (1)smoothing (1)renewable energy (1)minimum variance unbiased estimator (1)middleware (1)intermittency (1)execution time (1)business (1)brand names (1)advertising (1)information representation (1)auto encoders (1)roulette (1)distance sampling (1)rationalization (1)polytope (1)tarmac (1)reification (1)travelling salesman problem (1)time limit (1)statistical pattern (1)branch and bound (1)random geometric graph (1)lattice graph (1)consensus (1)binary logarithm (1)approximation algorithm (1)traverse (1)subsurface scattering (1)sparse image (1)frequency analysis (1)market share (1)management system (1)electric vehicle (1)charge control (1)automotive engineering (1)linear algebra (1)interior point method (1)undecidable problem (1)theory of computation (1)binary quadratic programming (1)policy analysis (1)operations management (1)nested logit (1)data aggregator (1)cross validation (1)aggregation methods (1)risk threshold (1)risk assessment (1)medical emergency (1)care workers (1)adverse effect (1)introspection (1)human robot interaction (1)audio feedback (1)scalable algorithms (1)user interface (1)spectral theory (1)singular value decomposition (1)singular value (1)singular solution (1)hankel matrix (1)canonical form (1)system on a chip (1)stratix (1)quantized neural networks (1)field programmable gate array (1)bit slicing (1)thread (1)sentence length (1)sorensen dice coefficient (1)preprocessor (1)fluid attenuated inversion recovery (1)sparse voxel octree (1)light field (1)reverse engineering (1)optimizing compiler (1)hybrid system (1)graphics processing unit (1)graph theory (1)central processing unit (1)private information retrieval (1)linear system (1)kaczmarz method (1)gossip protocol (1)gossip algorithms (1)average consensus (1)transferability (1)more language (1)rule based machine translation (1)pronunciation (1)python language (1)documentation (1)adversarial machine learning (1)procedural knowledge (1)knowledge representation and reasoning (1)autonomous agent (1)phenomenon (1)matrix games (1)fault detection and isolation (1)viewpoints (1)topological graph theory (1)ball (1)rotation (1)complex space (1)variational inequality (1)sequential monte carlo methods (1)stride length (1)neural network learning (1)virtual reality (1)user feedback (1)multimedia (1)heuristics (1)heuristic evaluation (1)underwater acoustic communication (1)communications protocol (1)viewing angle (1)simultaneous localization and mapping (1)semantic mapping (1)scale invariant feature transform (1)minimum bounding box (1)safer (1)high fidelity (1)high potential (1)cognitive impairment (1)alzheimer s disease (1)offset (1)measurement uncertainty (1)bayesian neural networks (1)difficult problem (1)acoustic model (1)fine tuning (1)meta optimization (1)speech corpus (1)pitch contour (1)multiple time dimensions (1)mandarin chinese (1)contrast (1)acoustics (1)pattern completion (1)correlation (1)global optimization (1)probability density function (1)probabilistic programming language (1)classification of discontinuities (1)control objective (1)as is (1)stability (1)feature dimension (1)automaton (1)game dynamics (1)randomization (1)active domain (1)distributed algorithm (1)channel allocation schemes (1)bandwidth allocation (1)viridiplantae (1)transfer rna (1)stop codon (1)sphaeropleales (1)phylogenetics (1)genetic code (1)rounding (1)dataflow (1)state of health (1)smart battery (1)hardware architecture (1)battery pack (1)battery (1)online setting (1)data stream (1)unitary evolution (1)in patient (1)colorectal cancer (1)automated segmentation (1)single point of failure (1)power consumption (1)meter (1)electricity meter (1)psychological intervention (1)outcome prediction (1)icu admission (1)proteomics (1)epigenetics (1)dna microarray (1)tort (1)medical malpractice (1)medical diagnosis (1)malpractice (1)liability (1)health policy (1)health law (1)delegate (1)geodesic (1)computer simulation (1)reconstruction error (1)knee mri (1)wireless ad hoc network (1)sybil attack (1)radio propagation model (1)power control (1)dissemination (1)multiple stages (1)observational study (1)bronchopulmonary dysplasia (1)social influence (1)influencer marketing (1)tensor factorization (1)mortality prediction (1)individual data (1)simplex (1)contraction mapping (1)bootstrapping (1)linear approximation (1)expected value (1)graph isomorphism (1)message passing (1)semantic matching (1)non local (1)risks and benefits (1)optimism (1)high probability (1)neural network architecture (1)grid cell (1)curriculum (1)workflow (1)point of care (1)medical record (1)medical physics (1)knowledge based systems (1)gold standard (1)continuing medical education (1)principal component analysis (1)supervised training (1)testbed (1)lyapunov stability (1)impact evaluation (1)emulation (1)urban climate (1)energy performance (1)association rule learning (1)normal mapping (1)aliasing (1)active appearance model (1)information revolution (1)hacker (1)computational complexity theory (1)accelerometer (1)writing style (1)turkish (1)deception (1)anonymity (1)particle filter (1)particle (1)graph based (1)uncertainty principle (1)harmonic analysis (1)fourier transform (1)wake (1)stochastic control (1)view dependent (1)word2vec (1)paragraph (1)latent dirichlet allocation (1)bag of words model (1)natural language inference (1)rationality (1)rhythm (1)harmony (1)harmonic (1)virtualization (1)network performance (1)mobile telephony (1)hypervisor (1)hardware virtualization (1)full virtualization (1)embedded system (1)context switch (1)wireless (1)wifi network (1)radio frequency (1)channel state information (1)redundancy (1)image sharing (1)efficient energy use (1)zip code (1)rna localization (1)protein secondary structure (1)protein biosynthesis (1)primary sequence (1)motif (1)energy resources (1)distributed generation (1)choice problem (1)neurostimulation (1)adaptive optimization (1)social balance (1)single type (1)network embedding (1)higher order structure (1)stochastic neural network (1)systems research (1)offensive (1)ethical issues (1)indel (1)homology directed repair (1)genome editing (1)double stranded (1)cell biology (1)cas9 (1)biotinylation (1)test data (1)open research (1)medline (1)best practice (1)benchmarking (1)toolchain (1)operator overloading (1)functional programming (1)dataflow programming (1)automatic differentiation (1)predictive inference (1)computer cluster (1)silhouette (1)rgb color model (1)orthographic depth (1)high resolution (1)beam search (1)beam (1)multiple source (1)time complexity (1)logical operations (1)exponential complexity (1)enumeration (1)pooling (1)facial geometry (1)3d model (1)problem domain (1)sample complexity (1)calibration function (1)natural gradient (1)diagonal (1)covariance matrix (1)covariance (1)multinomial sampling (1)mental state (1)common method (1)point estimation (1)learning models (1)pyramidal neuron (1)cortical circuits (1)network component (1)multiple modes (1)image transfer (1)telecommunications link (1)protocol stack (1)network simulation (1)heterogeneous network (1)weather and climate (1)informatics (1)fuzzy logic (1)quality assessment (1)native structure (1)atomic coordinates (1)assessment methods (1)a protein (1)carcinogenesis (1)cancer research (1)problem of universals (1)natural history (1)history (1)ethnography (1)cross cultural (1)anthropology (1)visual feedback (1)underwater robotics (1)robot trajectory (1)scalar field (1)region of interest (1)security through obscurity (1)malware (1)reinforcement learning algorithm (1)knowledge sources (1)hop (1)reality gap (1)motor skill (1)backlash (1)pedagogy (1)size ratio (1)generalization error (1)nash equilibrium (1)statistical physics (1)principle of maximum entropy (1)energy based (1)curse of dimensionality (1)stochastic modelling (1)social affiliation (1)soar (1)friendship graph (1)modulation (1)vehicle dynamics (1)system safety (1)model predictive control (1)pragmatics (1)joint constraints (1)standard sequence (1)oracle (1)conditional random field (1)crfs (1)binary classification (1)speaker recognition (1)sinc function (1)formant (1)filter bank (1)presupposition (1)adverbial (1)order of magnitude (1)mathematical analysis (1)flatness (1)backup (1)unpaired data (1)many to many (1)sequence processing (1)source separation (1)noise reduction (1)intensive care medicine (1)detection rate (1)decision tree (1)data imbalance (1)cardiorespiratory fitness (1)pairwise comparison (1)metaheuristic (1)load balancing (1)bin packing problem (1)mixed integer quadratic programming (1)sensor fusion (1)local positioning system (1)lighter than air (1)blimp (1)small data (1)landmark (1)synthetic data (1)language understanding (1)multiplicative function (1)upsampling (1)convolutional code (1)variational bayesian methods (1)mean squared error (1)autonomous system (1)waypoint (1)rapid rate (1)patient diagnosis (1)kidney segmentation (1)enhanced ct (1)wiener filter (1)signal to interference ratio (1)statistical inference (1)integrator (1)scalar value (1)context vector (1)bleu (1)tumour segmentation (1)liver segmentation (1)liver lesion (1)lesion detection (1)private network (1)computational intelligence (1)knowledge base (1)writing system (1)handwriting recognition (1)chinese characters (1)finite state machine (1)augmented lagrangian method (1)polynomial algorithm (1)knapsack problem (1)interdiction (1)hidden markov model (1)dialog system (1)audio signal (1)formalism (1)debugging (1)a priori and a posteriori (1)hyperparameter (1)geometric data analysis (1)space exploration (1)statistical decision theory (1)generative modeling (1)clustering high dimensional data (1)biological plausibility (1)low resolution (1)model free (1)reverse order (1)relational reasoning (1)pie chart (1)horizontal and vertical (1)bar chart (1)single model (1)multi task learning (1)general purpose (1)complex network (1)transduction (1)decoupling (1)factorization (1)nonuniform sampling (1)linear modulation (1)segmentation based object categorization (1)prostate segmentation (1)prospective cohort study (1)longitudinal cohort (1)airway extubation (1)phrase (1)sliding window protocol (1)robot end effector (1)motion planning (1)mobile robot (1)noun (1)osteoporosis (1)gerontology (1)wheelchair (1)user intent (1)usable (1)mechatronics (1)thompson sampling (1)reproducing kernel hilbert space (1)measurable function (1)parallel optimization (1)incremental methods (1)recursive model (1)on the fly (1)current technology (1)chatbot (1)phrase extraction (1)dot product (1)computer program (1)
2020-09
Disentangling presentation and processing times in the brain
stimulus
, speech recognition
, repetition priming
, psychology
, millisecond
, information processing
, gating
, fixation
, electroencephalography
, cognitive psychology
, cognitive neuroscience of visual object recognition
2020-08
A review of the-state-of-the-art in data-driven approaches for building energy prediction
predictive controller
, physical model
, industrial engineering
, feature engineering
, engineering
, energy distribution
, data driven
, data source
, building energy
, architectural engineering
Heterogeneous data release for cluster analysis with differential privacy
relational database
, raw data
, information privacy
, encode
, differential privacy
, data release
, data publishing
, data mining
, computer science
, cluster analysis
A multicut outer-approximation approach for competitive facility location under random utilities
separable space
, robustness
, perfect competition
, nonlinear system
, mathematics
, mathematical optimization
, facility location problem
, data set
, cutting plane method
, convexity
2020-07
Analyzing and Learning from User Interactions for Search Clarification
information retrieval
, computer science
Operationalizing the Legal Principle of Data Minimization for Personalization
personalization
, operationalization
, minification
, information retrieval
, computer science
On the Convergence of Nesterov's Accelerated Gradient Method in Stochastic Settings
machine learning
, gradient method
, convergence
, computer science
, artificial intelligence
, algorithm
All in the (Exponential) Family: Information Geometry and Thermodynamic Variational Inference
theoretical computer science
, machine learning
, information geometry
, inference
, exponential family
, computer science
, artificial intelligence
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics
transport network
, machine learning
, distributed computing
, computer science
, cellular dynamics
, artificial intelligence
Representations for Stable Off-Policy Reinforcement Learning
reinforcement learning
, machine learning
, computer science
, artificial intelligence
An end-to-end approach for the verification problem: learning the right distance
verification problem
, machine learning
, end to end principle
, computer science
, artificial intelligence
Universal Equivariant Multilayer Perceptrons
perceptron
, pattern recognition
, equivariant map
, computer science
, artificial intelligence
Incidence Networks for Geometric Deep Learning
machine learning
, deep learning
, computer science
, artificial intelligence
Latent Variable Modelling with Hyperbolic Normalizing Flows
pattern recognition
, machine learning
, latent variable
, computer science
, artificial intelligence
Inductive Relation Prediction by Subgraph Reasoning
machine learning
, computer science
, artificial intelligence
On Variational Learning of Controllable Representations for Text without Supervision
variational learning
, machine learning
, computer science
, artificial intelligence
Constrained Markov Decision Processes via Backward Value Functions
markov decision process
, machine learning
, computer science
, artificial intelligence
Invariant Causal Prediction for Block MDPs
theoretical computer science
, pattern recognition
, invariant
, computer science
, artificial intelligence
Online Learned Continual Compression with Adaptive Quantization Modules
speech recognition
, quantization
, machine learning
, computer science
, compression
, artificial intelligence
Interference and Generalization in Temporal Difference Learning
temporal difference learning
, pattern recognition
, interference
, computer science
, artificial intelligence
Few-shot Relation Extraction via Bayesian Meta-learning on Task Graphs
relationship extraction
, machine learning
, graph
, computer science
, bayesian probability
, artificial intelligence
Continuous Graph Neural Networks
machine learning
, graph neural networks
, computer science
, artificial intelligence
A Graph to Graphs Framework for Retrosynthesis Prediction
theoretical computer science
, machine learning
, graph
, computer science
, artificial intelligence
Understanding the Curse of Horizon in Off-Policy Evaluation via Conditional Importance Sampling
machine learning
, importance sampling
, horizon
, curse
, computer science
, artificial intelligence
Linear Lower Bounds and Conditioning of Differentiable Games
machine learning
, differentiable function
, conditioning
, computer science
, artificial intelligence
, algebra
Stochastic Hamiltonian Gradient Methods for Smooth Games
pattern recognition
, hamiltonian
, computer science
, artificial intelligence
, algebra
Countering Language Drift with Seeded Iterated Learning
machine learning
, iterated learning
, computer science
, artificial intelligence
AR-DAE: Towards Unbiased Neural Entropy Gradient Estimation
pattern recognition
, gradient estimation
, computer science
, artificial intelligence
Revisiting Fundamentals of Experience Replay
machine learning
, human computer interaction
, computer science
, artificial intelligence
Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules
top down and bottom up design
, recurrent neural network
, machine learning
, computer science
, artificial intelligence
Learning to Navigate in Synthetically Accessible Chemical Space Using Reinforcement Learning
reinforcement learning
, machine learning
, human computer interaction
, computer science
, chemical space
, artificial intelligence
Small-GAN: Speeding up GAN Training using Core-Sets
pattern recognition
, machine learning
, computer science
, artificial intelligence
Perceptual Generative Autoencoders
speech recognition
, perception
, machine learning
, generative grammar
, computer science
, artificial intelligence
Feature Statistics Guided Efficient Filter Pruning
pruning
, machine learning
, computer science
, artificial intelligence
Handling Black Swan Events in Deep Learning with Diversely Extrapolated Neural Networks
machine learning
, deep learning
, computer science
, black swan theory
, artificial neural network
, artificial intelligence
SVRG for Policy Evaluation with Fewer Gradient Evaluations
machine learning
, computer science
, artificial intelligence
Comparing Audience Appreciation to Fact-Checking Across Political Communities on Reddit.
politics
, media studies
, fact checking
, computer science
, astronomy
Words aren’t enough, their order matters: On the Robustness of Grounding Visual Referring Expressions
robustness
, natural language processing
, ground
, expression
, computer science
, artificial intelligence
Learning an Unreferenced Metric for Online Dialogue Evaluation
natural language processing
, computer science
, artificial intelligence
Interactive Machine Comprehension with Information Seeking Agents
natural language processing
, information seeking
, human computer interaction
, computer science
, comprehension
, artificial intelligence
Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences
social preferences
, natural language processing
, learning machine
, cultural values
, computer science
, artificial intelligence
Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach
syntax
, syntactic structure
, natural language processing
, language model
, computer science
, artificial intelligence
Practical Product Path Guiding Using Linearly Transformed Cosines
vectorization
, sampling
, ray tracing
, precomputation
, path tracing
, importance sampling
, global illumination
, computer vision
, computer science
, bidirectional scattering distribution function
, artificial intelligence
, algorithm
Accelerating Deep Learning Systems via Critical Set Identification and Model Compression
synchronization
, spark
, scalability
, parallel computing
, gradient descent
, distributed computing
, deep learning
, data modeling
, computer science
, bottleneck
, big data
, artificial intelligence
2020-06
Inherent privacy limitations of decentralized contact tracing apps.
severe acute respiratory syndrome coronavirus 2
, personally identifiable information
, pandemic
, mobile apps
, medicine
, knowledge management
, internet privacy
, coronavirus disease 2019
, contact tracing
, 2019 20 coronavirus outbreak
gRemote: API-Forwarding Powered Cloud Rendering.
distributed computing
, computer science
, cloud rendering
Learning Lexical Subspaces in a Distributional Vector Space
vector space
, natural language processing
, linear subspace
, distributional semantics
, computer science
, artificial intelligence
Improved Few-Shot Visual Classification
performance improvement
, pattern recognition
, metric
, mahalanobis distance
, labeled data
, high dimensional
, contextual image classification
, computer science
, classifier
, artificial intelligence
, adaptation strategies
Delayed Rejection Metropolis Light Transport
metropolis light transport
, mathematics
, mathematical optimization
Population variability in social brain morphology for social support, household size, and friendship satisfaction.
social support
, social brain
, psychology
, population
, friendship
, evolution of human intelligence
, developmental psychology
, brain morphometry
, biobank
, bayesian hierarchical modeling
On Generalized Surrogate Duality in Mixed-Integer Nonlinear Programming
regular polygon
, nonlinear mixed integer programming
, mathematical optimization
, integer
, exploit
, duality
, computer science
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge.
parallel imaging
, mr images
, machine learning
, iterative reconstruction
, compressed sensing
, chemistry
, artificial intelligence
NeuroPycon: An open-source Python toolbox for fast multi-modal and reproducible brain connectivity pipelines.
toolbox
, standard algorithms
, software
, signal processing
, python
, psychology
, modular design
, matlab
, implementation
, computer architecture
, cognitive psychology
Dark control: The default mode network as a reinforcement learning agent.
trial and error
, systems neuroscience
, reinforcement learning
, psychology
, neuroscience
, mind wandering
, markov decision process
, human intelligence
, default mode network
, continuous evaluation
, cognitive psychology
Shapley Homology: Topological Analysis of Sample Influence for Neural Networks.
theoretical computer science
, mathematics
, machine learning
, independent and identically distributed random variables
, artificial neural network
, artificial intelligence
The Neurobiology of Social Distance.
social isolation
, social environment
, social distance
, psychology
, psychological resilience
, loneliness
, life satisfaction
, friendship
, distress
, developmental psychology
LAMPS: an analysis pipeline for sequence-specific ligation-mediated amplification reads.
visualization
, sequencing data
, primer
, medicine
, genome browser
, genetics
, dna sequencing
, computational biology
, chromosome conformation capture
, chromatin immunoprecipitation
Tabu search for the time-dependent vehicle routing problem with time windows on a road network
vehicle routing problem
, urban environment
, travel time
, time windows
, tabu search heuristic
, tabu search
, mathematics
, mathematical optimization
, graph
The need for privacy with public digital contact tracing during the COVID-19 pandemic
severe acute respiratory syndrome coronavirus 2
, pandemic
, internet privacy
, geography
, coronavirus disease 2019
, contact tracing
, 2019 20 coronavirus outbreak
Machine and deep learning methods for radiomics.
standardization
, research opportunities
, radiomics
, physics
, optics
, model building
, image segmentation
, feature extraction
, deep learning
, data science
, artificial intelligence
, analytics
Machine Learning for COVID-19 needs global collaboration and data-sharing
pandemic
, machine learning
, data sharing
, coronavirus disease 2019
, computer science
, artificial intelligence
2020-05
Inferring multimodal latent topics from electronic health records.
topic model
, precision medicine
, missing data
, health informatics
, genetics
, diagnosis code
, data type
, data science
, data integration
, collaborative filtering
, biology
Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice Analysis.
white matter lesion
, segmentation
, pattern recognition
, parsing
, lesion segmentation
, improved performance
, image segmentation algorithm
, dice
, computer science
, artificial intelligence
Universal Dependencies 2.6
universal dependencies
, treebank
, syntax
, parsing
, natural language processing
, interlingua
, computer science
, artificial intelligence
, annotation
Predictive Pattern Classification Can Distinguish Gender Identity Subtypes from Behavior and Brain Imaging.
transgender
, psychology
, normative
, neuroimaging
, intrinsic value
, gender identity
, functional brain
, cognitive psychology
, canonical correlation
, behavioral data
Toward Adversarial Robustness by Diversity in an Ensemble of Specialized Deep Neural Networks.
voting
, robustness
, machine learning
, mnist database
, deep neural networks
, computer science
, artificial intelligence
, adversarial system
Low-Dimensional Dynamics of Encoding and Learning in Recurrent Neural Networks
recurrent neural network
, pattern recognition
, oscillation
, matrix
, encoding
, dynamical systems theory
, dynamical system
, dimensionality reduction
, computer science
, attractor
, artificial intelligence
RapidBrachyDL: Rapid Radiation Dose Calculations in Brachytherapy via Deep Learning.
tomography
, sigmoid function
, radiology
, monte carlo method
, medicine
, histogram
, high dose rate brachytherapy
, dosimetry
, brachytherapy
, absorbed dose
Study of Restrained Network Structures for Wasserstein Generative Adversarial Networks (WGANs) on Numeric Data Augmentation
original data
, numeric data
, network structure
, multidimensional scaling
, isomorphism
, generative grammar
, distributed computing
, convergence
, computer science
, algorithm
, adversarial system
Modeling Route Choice with Real-Time Information: Comparing the Recursive and Non-Recursive Models.
traffic conditions
, recursion
, real time data
, probabilistic logic
, mathematical optimization
, logistic regression
, discrete choice
, decision rule
, computer science
, choice set
Young Chinese Consumers’ Choice between Product-Related and Sustainable Cues—The Effects of Gender Differences and Consumer Innovativeness
sustainable clothing
, sustainability
, sensory cue
, marketing
, intrinsic value
, environmental resource management
, economics
, country of origin
, consumer choice
, clothing
, altruism
Decoupling of Gd–Cr magnetism and giant magnetocaloric effect in layered honeycomb tellurate GdCrTeO6
tellurate
, physics
, paramagnetism
, magnetism
, magnetic refrigeration
, ion
, honeycomb
, heat capacity
, condensed matter physics
, antiferromagnetism
Leveraging cluster backbones for improving MAP inference in statistical relational models
mathematics
, map inference
, machine learning
, artificial intelligence
TRACKING AND PREDICTING COVID-19 RADIOLOGICAL TRAJECTORY USING DEEP LEARNING ON CHEST X-RAYS: INITIAL ACCURACY TESTING
triage
, sample size determination
, retrospective cohort study
, receiver operating characteristic
, radiology
, radiological weapon
, pleural effusion
, medicine
, interventional radiology
, deep learning
, artificial intelligence
Directional Sources and Listeners in Interactive Sound Propagation using Reciprocal Wave Field Coding
wave field
, sound propagation
, reciprocal
, computer science
, computer graphics images
, coding
RISC-V Barrel Processor for Accelerator Control
risc v
, parallel computing
, instruction set
, electronic circuit
, computer science
, computer hardware
, barrel processor
, barrel
Lookahead Converges to Stationary Points of Smooth Non-convex Functions
stationary point
, mathematical optimization
, convex function
, computer science
, applied mathematics
In-Hardware Training Chip Based on CMOS Invertible Logic for Machine Learning
mathematics
, invertible matrix
, computer hardware
, chip
, cmos
Simplified Dynamic SC-Flip Polar Decoding
polar
, pattern recognition
, decoding methods
, computer science
, artificial intelligence
, algorithm
Remote Estimation Over a Packet-Drop Channel With Markovian State
transmitter power output
, renewal theory
, optimal estimation
, mathematics
, markov process
, markov chain
, kalman filter
, control theory
, channel
, autoregressive model
General Principles of Gene Dosage Effects on Brain Structure
psychology
, internal medicine
, gene dosage
, endocrinology
, bioinformatics
What Can Machine Learning Do for Psychiatry
psychology
, psychiatry
Using Speech Synthesis to Train End-To-End Spoken Language Understanding Models
spoken language
, speech synthesis
, speech recognition
, pattern recognition
, end to end principle
, computer science
, artificial intelligence
$${\textsf {SecDM}}$$SecDM: privacy-preserving data outsourcing framework with differential privacy
service provider
, scalability
, range query
, outsourcing
, homomorphic encryption
, encryption
, differential privacy
, data mining
, computer security
, computer science
, cloud computing
Pre-trained CNNs as Visual Feature Extractors: A Broad Evaluation
visual scale
, robustness
, pattern recognition
, convolutional neural network
, computer science
, artificial intelligence
Depth Prediction for Monocular Direct Visual Odometry
visual odometry
, pose
, pattern recognition
, monocular
, loop closure
, initialization
, exploit
, direct methods
, deep learning
, computer vision
, computer science
, artificial intelligence
Machine-learning-based column selection for column generation
engineering drawing
, computer science
, column generation
Data-driven optimization model customization
personalization
, mathematics
, mathematical optimization
, industrial engineering
, data driven
Route choice behaviour and travel information in a congested network: Static and dynamic recursive models
recursion
, nested set model
, mathematical optimization
, logit
, global positioning system
, engineering
, dynamic network analysis
, data set
, data collection
, bittorrent tracker
Systems consolidation impairs behavioral flexibility.
psychology
, prefrontal cortex
, memory consolidation
, initial training
, hippocampus
, cognitive psychology
2020-04
SloMo: Improving Communication-Efficient Distributed SGD with Slow Momentum
synchronizing
, synchronization
, stationary point
, momentum
, machine translation
, machine learning
, convergence
, contextual image classification
, computer science
, chen
, artificial intelligence
, algorithm
Autism spectrum heterogeneity: fact or artifact?
psychology
, population
, intuition
, genetics
, dsm 5
, comorbidity
, cognitive psychology
, categorical variable
, autistic traits
, autism
LEARNING EXECUTION THROUGH NEURAL CODE FUSION
transfer of learning
, theoretical computer science
, suite
, spec
, source code
, neural coding
, machine learning
, data structure
, computer science
, branch predictor
, assembly language
, artificial intelligence
Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples
machine learning
, learning to learn
, important research
, computer science
, classifier
, baseline
, artificial intelligence
Locality and Compositionality in Zero-Shot Learning
zero shot learning
, vocabulary
, principle of compositionality
, natural language processing
, machine learning
, locality
, feature learning
, deep learning
, computer science
, artificial intelligence
Conditional Learning of Fair Representations
word error rate
, underpinning
, parity
, machine learning
, feature learning
, conditional learning
, computer science
, artificial intelligence
Spike-based causal inference for weight alignment
regression
, pattern recognition
, learning rule
, inference
, gradient descent
, estimator
, discontinuity
, computer science
, causal inference
, artificial neural network
, artificial intelligence
On the interaction between supervision and self-play in emergent communication
supervised learning
, scratch
, schedule
, natural language
, machine learning
, lewis signaling game
, language acquisition
, human language
, converse
, computer science
, artificial intelligence
InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization
social network
, mutual information
, maximization
, machine learning
, graph kernel
, graph
, feature learning
, encoder
, encode
, computer science
, artificial intelligence
GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation
reinforcement learning
, molecular graph
, machine learning
, graph generation
, flow
, domain knowledge
, data density
, computer science
, chemical property
, autoregressive model
, artificial intelligence
, algorithm
Language GANs Falling Short
text generation
, softmax function
, sample quality
, root cause
, natural language generation
, maximum likelihood
, machine learning
, inference
, ground truth
, computer science
, artificial intelligence
Reinforced active learning for image segmentation
segmentation
, reinforcement learning
, region selection
, proof of concept
, pattern recognition
, machine learning
, labeled data
, image segmentation
, computer science
, class imbalance
, artificial intelligence
, active learning
Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents
visualization
, visual perception
, state space
, situation awareness
, reinforcement learning
, machine learning
, generative model
, driving simulator
, decision making
, computer science
, artificial intelligence
Gradient-Based Neural DAG Learning
nonlinear system
, machine learning
, greedy algorithm
, directed acyclic graph
, data set
, continuous optimization
, constrained optimization
, computer science
, causal inference
, artificial neural network
, artificial intelligence
A Closer Look at the Optimization Landscapes of Generative Adversarial Networks
visualization
, stationary point
, saddle point
, machine learning
, generative grammar
, empirical evidence
, deep learning
, creative visualization
, concatenation
, computer science
, artificial intelligence
On Bonus Based Exploration Methods In The Arcade Learning Environment
suite
, reinforcement learning
, pace
, obfuscation
, machine learning
, learning environment
, computer science
, artificial intelligence
, architecture
Learning the Arrow of Time for Problems in Reinforcement Learning
stochastic process
, salient
, reinforcement learning
, reachability
, markov chain
, machine learning
, effective algorithm
, computer science
, artificial neural network
, artificial intelligence
, arrow of time
A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms
transfer of learning
, theoretical computer science
, robot
, parametrization
, modularity
, machine learning
, joint probability distribution
, graph
, computer science
, causality
, causal graph
, artificial intelligence
N-BEATS: Neural basis expansion analysis for interpretable time series forecasting
univariate
, time series
, residual blocks
, residual
, machine learning
, deep learning
, computer science
, basis expansion
, artificial neural network
, artificial intelligence
, architecture
Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives
reinforcement learning
, policy design
, machine learning
, decision making
, computer science
, artificial intelligence
, architecture
The Variational Bandwidth Bottleneck: Stochastic Evaluation on an Information Budget
reinforcement learning
, optimization problem
, mathematical optimization
, machine learning
, lossless compression
, information bottleneck method
, inference
, implementation
, computer science
, bottleneck
, bandwidth
, artificial intelligence
Travel speed prediction based on learning methods for home delivery
urban environment
, travel time
, transport engineering
, ranging
, learning methods
, information system
, global positioning system
, ecological footprint
, computer science
, bad weather
Interpretable Neuron Structuring with Graph Spectral Regularization
visualization
, structuring
, regularization
, pattern recognition
, laplacian matrix
, data set
, computer science
, black box
, biological network
, artificial neural network
, artificial intelligence
Decentralized linear quadratic systems with major and minor agents and non-Gaussian noise
orthogonality principle
, optimal control
, minimum mean square error
, mathematics
, mathematical optimization
, linear function
, least mean squares filter
, gaussian noise
, gaussian
, conditional independence
Preface to the special issue of INFOR on “continuous optimization and applications in machine learning and data analytics”
mathematics
, machine learning
, data analysis
, continuous optimization
, artificial intelligence
Meta-analytic evidence for a joint neural mechanism underlying response inhibition and state anger.
self control
, response inhibition
, psychology
, neuroscience
, neural correlates of consciousness
, inferior frontal gyrus
, executive functions
, basal ganglia
, anterior cingulate cortex
, anger
ArguLens: Anatomy of Community Opinions On Usability Issues Using Argumentation Models.
usability
, tracking system
, software
, human computer interaction
, content analysis
, conceptual framework
, computer science
, automated technique
, argumentation theory
Neuropsychiatric copy number variants exert shared effects on human brain structure
schizophrenia
, neuroimaging
, mutation
, locus
, human brain
, genetics
, copy number variation
, brain morphometry
, biology
, autism
Analysing brain networks in population neuroscience: a case for the Bayesian philosophy
statistical learning
, sampling
, population
, network connectivity
, ecology
, cognitive science
, cognition
, biology
, bayesian probability
Hierarchical Bayesian Optimization of Spatiotemporal Neurostimulations for Targeted Motor Outputs
spurious relationship
, search algorithm
, physical medicine and rehabilitation
, machine learning
, iterative and incremental development
, gaussian process
, engineering
, computation
, brute force search
, biological neural network
, bayesian optimization
, artificial intelligence
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities.
warrant
, surprise
, oral tradition
, narrative
, experimental evolution
, evolutionary computation
, epistemology
, creativity
, computer science
, artificial life
, artificial intelligence
Establishing an evaluation metric to quantify climate change image realism
realism
, geography
, environmental resource management
, climate change
Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists.
systems neuroscience
, psychology
, modalities
, haystack
, data science
, cognitive psychology
, canonical correlation
, big data
Can EEG and MEG detect signals from the human cerebellum
sensory system
, psychology
, neuroscience
, motor learning
, magnetoencephalography
, electrophysiology
, electroencephalography
, cognitive psychology
, cognition
, cerebellum
, anatomical configuration
Combating False Negatives in Adversarial Imitation Learning (Student Abstract)
machine learning
, imitation learning
, computer science
, artificial intelligence
, adversarial system
BigBrain 3D atlas of cortical layers: Cortical and laminar thickness gradients diverge in sensory and motor cortices.
sensory system
, sensory processing
, motor cortex
, molecular biology
, laminar flow
, human brain
, cerebral hemisphere
, cerebral cortex
, biology
, bigbrain
, anatomy
High-Throughput Low-Latency Encoder and Decoder for a Class of Generalized Reed–Solomon Codes for Short-Reach Optical Communications
throughput
, reed solomon error correction
, mathematics
, low latency
, forward error correction
, encoder
, electronic engineering
, decoding methods
, communications system
, cmos
, arithmetic
CNN Detection of New and Enlarging Multiple Sclerosis Lesions from Longitudinal Mri Using Subtraction Images
subtraction
, segmentation
, pattern recognition
, multiple sclerosis
, mechanism based
, magnetic resonance imaging
, lesion
, disease activity
, deep learning
, computer vision
, computer science
, artificial intelligence
Leveraging Historical Associations between Requirements and Source Code to Identify Impacted Classes
theoretical computer science
, task analysis
, source code
, software system
, semantics
, semantic similarity
, locality of reference
, intuition
, information retrieval
, computer science
, code smell
The Covering-Assignment Problem for Swarm-powered Ad-hoc Clouds: A Distributed 3D Mapping Use-case
swarm behaviour
, distributed computing
, computer science
, assignment problem
, 3d mapping
Integrated integer programming and decision diagram search tree with an application to the maximum independent set problem
solver
, search tree
, recursion
, mathematics
, mathematical optimization
, integer programming
, influence diagram
, independent set
, exploit
, combinatorial optimization problem
MapLite: Autonomous Intersection Navigation Without a Detailed Prior Map
vehicle frame
, real time computing
, planner
, network topology
, localization system
, intelligent transportation system
, global positioning system
, fuse
, engineering
, control engineering
, autonomous navigation system
Distinct roles of parvalbumin and somatostatin interneurons in gating the synchronization of spike times in the neocortex
sensory system
, parvalbumin
, optogenetics
, neuroscience
, neocortex
, interneuron
, inhibitory postsynaptic potential
, gating
, condensed matter physics
, biology
, barrel cortex
2020-03
Multi-scale network regression for brain-phenotype associations.
sparse structure
, regression
, psychology
, neuroscience
, neuroimaging
, multivariate statistics
, multivariate analysis
, model complexity
, machine learning
, interpretability
, brain development
, artificial intelligence
Bringing Proportional Recovery into Proportion: Bayesian Modelling of Post-Stroke Motor Impairment
stroke recovery
, stroke
, statistics
, post stroke
, motor impairment
, motor function
, mathematics
, explained variation
, confounding
, bayesian probability
Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images Using a View-Based Representation
voxel
, unsupervised learning
, surfel
, spatial intelligence
, rendering
, polygon mesh
, encoder
, differentiable function
, computer vision
, computer science
, artificial intelligence
On the Morality of Artificial Intelligence [Commentary]
morality
, engineering
, artificial intelligence
, algorithm design
Inter-dependent Centrosomal Co-localization of the cen and ik2 cis-Natural Antisense mRNAs in Drosophila
untranslated region
, sense
, messenger rna
, genome
, genetics
, gene
, drosophila melanogaster
, cytoplasm
, centrosome
, biology
Not one model fits all: unfairness in RSFC-based prediction of behavioral data in African American
psychology
, clinical psychology
, behavioral data
, african american
A cross-national study of young female consumer behaviour, innovativeness and apparel evaluation: China and India
young female
, structural engineering
, materials science
, marketing
, emerging markets
, cross national
, consumer innovativeness
, consumer behaviour
, clothing
, china
Asynchronous Gradient-Push
network size
, mathematics
, mathematical optimization
, iterated function
, convex function
, convergence
, asynchrony
, asynchronous communication
Probabilistic Sequential Multi-Objective Optimization of Convolutional Neural Networks.
probabilistic logic
, parallel computing
, multi objective optimization
, convolutional neural network
, computer science
, artificial intelligence
10,000 social brains: sex differentiation in human brain anatomy
social support
, social dynamics
, sexual differentiation
, sensory system
, loneliness
, limbic system
, human brain
, ecology
, cognitive psychology
, brain size
, biology
Systematic approach to provide building occupants with feedback to reduce energy consumption
waste management
, ventilation
, scalability
, hvac
, engineering
, energy consumption
, direct feedback
, cluster analysis
, artificial neural network
, architectural engineering
, air conditioning
Detecting breaking news rumors of emerging topics in social media
topic shift
, social network
, social media
, rumor
, recurrent neural network
, recall
, information retrieval
, computer science
Joint location and pricing within a user-optimized environment
service level
, revenue
, queueing theory
, nonlinear system
, mathematical optimization
, global optimum
, efficient algorithm
, continuous variable
, computer science
The Hanabi Challenge: A New Frontier for AI Research
theory of mind
, research community
, perfect information
, mathematics
, machine learning
, learning environment
, frontier
, data science
, artificial intelligence
Multiple Kernel Learning-Based Transfer Regression for Electric Load Forecasting
transfer of learning
, optimization problem
, multiple kernel learning
, machine learning
, kernel method
, kernel
, engineering
, electrical load
, electric power system
, control engineering
, boosting
, artificial intelligence
2020-02
PAC-Bayes and Domain Adaptation
upper and lower bounds
, target distribution
, mathematics
, majority rule
, domain adaptation
, bayes theorem
, algorithm
Human Anterior Insula Encodes Performance Feedback and Relays Prediction Error to the Medial Prefrontal Cortex.
relay
, psychology
, prefrontal cortex
, neuroscience
, insular cortex
, insula
, electrophysiology
, delta wave
, beta
, adaptive behavior
Machine learning analysis of exome trios to contrast the genomic architecture of autism and schizophrenia.
synapse organization
, retinoid metabolic process
, psychology
, neurotransmitter transport
, machine learning
, ion transmembrane transport
, genetic architecture
, exome
, calcium ion transmembrane transport
, autism
, artificial intelligence
Fasting alters the gut microbiome with sustained blood pressure and body weight reduction in metabolic syndrome patients
positive correlation
, metabolic syndrome
, medicine
, internal medicine
, gut microbiome
, fatty acid
, endocrinology
, dash diet
, cd8
, body weight
, blood pressure
RADICL-seq Identifies General and Cell Type-Specific Principles of Genome-Wide RNA-chromatin Interactions
transcription
, regulation of gene expression
, rna
, genome
, genetics
, encode
, dna
, computational biology
, chromatin remodeling
, chromatin
, biology
Automatic Generation of Specialized Direct Convolutions for Mobile GPUs
parallel computing
, convolution
, computer science
, code generation
Generating Fast Sparse Matrix Vector Multiplication From a High Level Generic Functional IR
sparse matrix vector multiplication
, sparse matrix
, sparse approximation
, row
, programming language
, multiplication
, matrix
, computer science
, computational science
, compiler
, code generation
High-level hardware feature extraction for GPU performance prediction of stencils
stencil code
, performance prediction
, parallel computing
, feature extraction
, computer science
Deep geometric knowledge distillation with graphs
theoretical computer science
, mathematical optimization
, inference
, graph
, energy consumption
, distillation
, deep learning
, computer science
, artificial intelligence
, architecture
Improving Policy-Capturing with Active Learning for Real-Time Decision Support
sampling
, policy capturing
, machine learning
, expert system
, dilemma
, decision support system
, computer science
, cognitive model
, artificial intelligence
, annotation
, active learning
Options of Interest: Temporal Abstraction with Interest Functions
programming language
, machine learning
, computer science
, artificial intelligence
, abstraction
Improved PAC-Bayesian Bounds for Linear Regression
training set
, mathematical optimization
, linear regression
, computer science
, bayesian probability
, applied mathematics
Memory Augmented Graph Neural Networks for Sequential Recommendation
still face
, shared memory
, recommender system
, machine learning
, graph neural networks
, contextual information
, computer science
, bilinear map
, artificial intelligence
Count-Based Exploration with the Successor Representation
successor cardinal
, machine learning
, computer science
, artificial intelligence
Learning General Latent-Variable Graphical Models with Predictive Belief Propagation
machine learning
, latent variable
, graphical model
, computer science
, belief propagation
, artificial intelligence
Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction
reinforcement learning
, observable
, observability
, machine learning
, learning problem
, interactive fiction
, computer science
, artificial intelligence
Exploiting Spatial Invariance for Scalable Unsupervised Object Tracking
video tracking
, spatial invariance
, scalability
, machine learning
, computer vision
, computer science
, artificial intelligence
Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning
machine learning
, computer science
, artificial intelligence
, adversarial system
Detecting semantic anomalies
semantic awareness
, machine learning
, learning based
, computer science
, cognitive neuroscience of visual object recognition
, artificial intelligence
, anomaly detection
A New Smooth Approximation to the Zero One Loss with a Probabilistic Interpretation
supervised learning
, smooth approximation
, probabilistic logic
, machine learning
, logistic regression
, logistic function
, computer science
, artificial intelligence
Deep Learning Techniques for Decoding Polar Codes
wireless communication systems
, polar
, deep learning
, decoding methods
, computer science
, computer engineering
, channel code
, channel capacity
, artificial intelligence
Replication Packager for 'Generating Fast Sparse Matrix Vector Multiplicationfrom a High Level Generic Functional IR'
sparse matrix vector
, computer science
, algorithm
An Efficient Software Stack Sphere Decoder for Polar Codes
software
, polar
, mobile communication systems
, list size
, latency
, electronic engineering
, decoding methods
, computer science
, channel
, arithmetic
Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics.
sample size determination
, resting state fmri
, psychology
, neuroimaging
, machine learning
, kernel regression
, human connectome project
, feedforward neural network
, deep learning
, connectome
, cognitive psychology
, artificial intelligence
Catalytic hydrolysis of microcystin-LR peptides on the surface of naturally occurring minerals
specific surface area
, reaction rate
, organic chemistry
, microcystin lr
, microcystin
, limonite
, lewis acids and bases
, inorganic chemistry
, hydrolysis
, chemistry
, catalysis
Efficient drone hijacking detection using two-step GA-XGBoost
upload
, two step
, real time computing
, inertial navigation system
, inertial measurement unit
, global positioning system
, genetic algorithm
, drone
, correctness
, computer science
Assessment of Extubation Readiness Using Spontaneous Breathing Trials in Extremely Preterm Neonates.
surgery
, medicine
, mechanical ventilation
, interquartile range
, intensive care
, gestational age
, continuous positive airway pressure
, bradycardia
, birth weight
, apnea
, anesthesia
2020-01
A white-light-emitting single MOF sensor-based array for berberine homologue discrimination
white light
, titration
, single measurement
, sensor array
, selectivity
, photochemistry
, optoelectronics
, materials science
, luminescence
, berberine
, analyte
fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning.
k space
, mr images
, dicom
, computer vision
, computer science
, artificial intelligence
A luminescent MOF as a fluorescent sensor for the sequential detection of Al3+ and phenylpyruvic acid
selectivity
, phenylpyruvic acid
, nuclear chemistry
, luminescence
, ligand
, intramolecular force
, inorganic chemistry
, fluorescence
, chemistry
, aqueous solution
, adsorption
Resting-state connectivity stratifies premanifest Huntington's disease by longitudinal cognitive decline rate.
white matter
, resting state fmri
, population
, physical medicine and rehabilitation
, neuroimaging
, medicine
, huntington s disease
, cohort
, cognitive decline
, cognition
Multi-Task Self-Supervised Learning for Robust Speech Recognition
unsupervised learning
, timit
, speech recognition
, self supervised learning
, speech distortion
, pattern recognition
, ground truth
, encoder
, computer science
, artificial neural network
, artificial intelligence
SafeWatch: A Wearable Hand Motion Tracking System for Improving Driving Safety
wearable computer
, tracking system
, real time computing
, hand motion
, engineering
, driving safety
Optogenetic activation of parvalbumin and somatostatin interneurons selectively restores theta-nested gamma oscillations and oscillation-induced spike timing-dependent long-term potentiation impaired by amyloid β oligomers.
synaptic plasticity
, parvalbumin
, optogenetics
, neuroscience
, molecular biology
, long term potentiation
, ltp induction
, interneuron
, hippocampal formation
, biology
, biological neural network
Ultrasensitive Assay of Alkaline Phosphatase Based on the Fluorescent Response Difference of the Metal-Organic Framework Sensor.
metal organic framework
, fluorescence
, enzyme
, clinical diagnosis
, chemistry
, biochemistry
, alkaline phosphatase
, abnormal expression
HIFI: estimating DNA-DNA interaction frequency from Hi-C data at restriction-fragment resolution
restriction fragment
, matrix
, markov random field
, interpretability
, genetics
, density estimation
, deep sequencing
, chromosome conformation capture
, chia pet
, biology
, biological system
Uncovering axes of variation among single-cell cancer specimens.
scalability
, multicellular organism
, manifold
, general method
, embedding
, design of experiments
, cell cancer
, biology
, biological system
, bioinformatics
Tiling Optimizations for Stencil Computations Using Rewrite Rules in Lift
stencil
, parallel computing
, lift
, general purpose computing on graphics processing units
, computer science
, computation
, code generation
Upstream ORF-Encoded ASDURF Is a Novel Prefoldin-like Subunit of the PAQosome.
upstream open reading frame
, untranslated region
, translational regulation
, protein subunit
, protein complex assembly
, prefoldin
, computational biology
, coding region
, chaperone
, biology
, biochemistry
Author Correction: Visualizing structure and transitions in high-dimensional biological data.
high dimensional
, computational biology
, biotechnology
, biology
, biological data
Structured Conditional Continuous Normalizing Flows for Efficient Amortized Inference in Graphical Models.
theoretical computer science
, machine learning
, inference
, graphical model
, computer science
, artificial intelligence
Coping With Simulators That Don't Always Return.
machine learning
, coping
, computer science
, artificial intelligence
Enabling Secure Trustworthiness Assessment and Privacy Protection in Integrating Data for Trading Person-Specific Information
trustworthiness
, specific information
, privacy protection
, management science
, internet privacy
, engineering
Exploring uncertainty measures in deep networks for Multiple sclerosis lesion detection and segmentation.
voxel
, sigmoid function
, segmentation
, pattern recognition
, network on
, multiple sclerosis lesion
, monte carlo method
, mathematics
, filter
, deep learning
, artificial intelligence
Efficient and Effective Dimension Control in Automotive Applications
effective dimension
, control engineering
, computer science
, automotive industry
AdSherlock: Efficient and Deployable Click Fraud Detection for Mobile Applications
computer science
, computer network
, click fraud
Givs: Fine-Grained Gesture Control for Mobile Devices in Driving Environments
use case
, touchscreen
, public transport
, obstacle
, mobile device
, mobile computing
, human computer interaction
, gesture recognition
, gesture
, distributed computing
, computer science
Bulk Savings for Bulk Transfers: Minimizing the Energy-Cost for Geo-Distributed Data Centers
real time computing
, operating cost
, job shop scheduling
, electronic mail
, distributed database
, distributed computing
, data transmission
, data modeling
, data center
, computer science
, cloud computing
Mycorrhiza: Genotype Assignment using Phylogenetic Networks.
random forest
, python
, phylogenetic tree
, phylogenetic network
, encode
, dimensionality reduction
, data mining
, computer science
, classifier
, assignment problem
An ILP Solver for Multi-label MRFs with Connectivity Constraints
solver
, pattern recognition
, parallel computing
, mathematics
, artificial intelligence
Activation Adaptation in Neural Networks.
machine learning
, computer science
, artificial neural network
, artificial intelligence
Block planning for intermodal rail: Methodology and case study
transport engineering
, rail freight transport
, network planning and design
, economies of scale
, destinations
, computer science
, commercial software
The AI Driving Olympics at NeurIPS 2018
robotics
, reinforcement learning
, neural information processing
, machine learning
, implementation
, human computer interaction
, fleet management
, embodied cognition
, deep learning
, computer science
, competitor analysis
, artificial intelligence
Few-Shot Learning
computer vision
, computer science
, artificial intelligence
A Distributional Analysis of Sampling-Based Reinforcement Learning Algorithms.
sampling
, reinforcement learning
, machine learning
, computer science
, artificial intelligence
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT.
natural language processing
, document classification
, distillation
, computer science
, artificial intelligence
Investigating the Influence of Selected Linguistic Features on Authorship Attribution using German News Articles.
psychology
, linguistics
, german
, authorship attribution
Gifting in Multi-Agent Reinforcement Learning.
reinforcement learning
, machine learning
, computer science
, artificial intelligence
Gifting in Multi-Agent Reinforcement Learning (Student Abstract).
reinforcement learning
, machine learning
, computer science
, artificial intelligence
Value Preserving State-Action Abstractions.
state action
, programming language
, machine learning
, computer science
, artificial intelligence
, abstraction
Literature Mining for Incorporating Inductive Bias in Biomedical Prediction Tasks (Student Abstract).
machine learning
, inductive bias
, computer science
, artificial intelligence
A Story of Two Streams: Reinforcement Learning Models from Human Behavior and Neuropsychiatry.
streams
, reinforcement learning
, neuropsychiatry
, machine learning
, computer science
, artificial intelligence
Tensorized Random Projections.
machine learning
, computer science
, artificial intelligence
GAIT: A Geometric Approach to Information Theory.
machine learning
, information theory
, gait
, computer science
, artificial intelligence
A Tight and Unified Analysis of Gradient-Based Methods for a Whole Spectrum of Differentiable Games.
mathematical optimization
, gradient based algorithm
, differentiable function
, computer science
Accelerating Smooth Games by Manipulating Spectral Shapes.
machine learning
, computer science
, computer graphics images
, artificial intelligence
On the interplay between noise and curvature and its effect on optimization and generalization.
mathematical optimization
, curvature
, computer science
, applied mathematics
Toward Training Recurrent Neural Networks for Lifelong Learning.
recurrent neural network
, parametric statistics
, mathematics
, machine learning
, lifelong learning
, forgetting
, artificial intelligence
Multi-Image Super-Resolution for Remote Sensing Using Deep Recurrent Networks
superresolution
, multi image
, computer vision
, computer science
, artificial intelligence
Compositional Generalization by Factorizing Alignment and Translation.
natural language processing
, computer science
, artificial intelligence
2019-12
Forgetting at biologically realistic levels of neurogenesis in a large-scale hippocampal model.
psychology
, population
, neuroscience
, neuron
, neurogenesis
, internal medicine
, hippocampus
, hippocampal formation
, forgetting
, endocrinology
, dentate gyrus
, artificial neural network
CLOSURE: Assessing Systematic Generalization of CLEVR Models.
computer science
, calculus
Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model
recurrent neural network
, probabilistic logic
, markov chain monte carlo
, machine learning
, inference engine
, inference
, importance sampling
, computer science
, bayesian probability
, artificial neural network
, artificial intelligence
The Thermodynamic Variational Objective
upper and lower bounds
, thermodynamic integration
, mathematical optimization
, marginal likelihood
, inference
, generative grammar
, estimator
, computer science
Dichotomize and Generalize: PAC-Bayesian Binary Activated Deep Neural Networks
machine learning
, expected loss
, deep neural networks
, computer science
, binary number
, bayesian probability
, artificial neural network
, artificial intelligence
, activation function
A Geometric Perspective on Optimal Representations for Reinforcement Learning
special class
, reinforcement learning
, mathematical optimization
, feature learning
, computer science
, close relationship
, bellman equation
, artificial intelligence
Learning Representations by Maximizing Mutual Information Across Views
segmentation
, mutual information
, multiple view
, modalities
, machine learning
, feature learning
, computer science
, artificial intelligence
Learning Neural Networks with Adaptive Regularization
regularization
, multiclass classification
, machine learning
, kronecker product
, kronecker delta
, empirical bayes method
, coordinate descent
, computer science
, backpropagation
, artificial neural network
, artificial intelligence
, algorithm
Towards modular and programmable architecture search
theoretical computer science
, search algorithm
, modular design
, machine learning
, language model
, language construct
, hyperparameter optimization
, formal language
, encoding
, deep learning
, computer science
, artificial intelligence
Efficient Graph Generation with Graph Recurrent Attention Networks
time efficiency
, theoretical computer science
, sampling
, mathematical optimization
, graph generation
, graph
, generative grammar
, computer science
, bottleneck
, block size
, bernoulli s principle
Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning
synchronization
, scalability
, reinforcement learning
, machine learning
, gossip
, distributed computing
, computer science
, asynchronous communication
, artificial intelligence
Probabilistic Logic Neural Networks for Reasoning
theoretical computer science
, term logic
, rule of inference
, probabilistic logic
, markov logic network
, machine learning
, inference
, embedding
, domain knowledge
, computer science
, artificial neural network
, artificial intelligence
vGraph: A Generative Model for Joint Community Detection and Node Representation Learning
theoretical computer science
, power graph analysis
, parameterized complexity
, multinomial distribution
, machine learning
, inference
, graph
, generative model
, feature learning
, computer science
, backpropagation
, artificial intelligence
Online Continual Learning with Maximal Interfered Retrieval
sampling
, machine learning
, learning agent
, generative model
, generative grammar
, forgetting
, continual learning
, computer science
, artificial intelligence
Exact Combinatorial Optimization with Graph Convolutional Neural Networks
theoretical computer science
, solver
, machine learning
, graph
, feature selection
, convolutional neural network
, computer science
, combinatorial optimization problem
, combinatorial optimization
, branching
, bipartite graph
, artificial intelligence
Neural Multisensory Scene Inference
stimulus modality
, robustness
, modalities
, machine learning
, inference
, generative grammar
, feature learning
, embodied cognition
, computer science
, artificial intelligence
Real-Time Reinforcement Learning
reinforcement learning
, markov decision process
, machine learning
, control algorithm
, computer science
, computation
, artificial intelligence
, action selection
Reducing the variance in online optimization by transporting past gradients
variance reduction
, stochastic optimization
, rate of convergence
, online optimization
, mathematical optimization
, iterated function
, hessian matrix
, finite set
, estimator
, computer science
Painless Stochastic Gradient: Interpolation, Line-Search, and Convergence Rates
stochastic gradient descent
, rate of convergence
, mathematical optimization
, lipschitz continuity
, line search
, kernel method
, interpolation
, gradient descent
, convergence
, computer science
Implicit Regularization of Discrete Gradient Dynamics in Deep Linear Neural Networks
regularization
, regression
, optimization algorithm
, mathematical optimization
, linear network
, initialization
, deep neural networks
, convergence
, computer science
, artificial neural network
Reducing Noise in GAN Training with Variance Reduced Extragradient
optimization methods
, optimization algorithm
, mathematical optimization
, mnist database
, large class
, gradient noise
, convergence
, computer science
, batch method
Ordered Memory
treebank
, tree structure
, recursion
, recurrent neural network
, memory architecture
, machine learning
, ground truth
, deep learning
, cumulative distribution function
, computer science
, artificial intelligence
No-Press Diplomacy: Modeling Multi-Agent Gameplay
teamwork
, supervised learning
, social dilemma
, reinforcement learning
, machine learning
, diplomacy
, computer science
, betrayal
, artificial intelligence
On Adversarial Mixup Resynthesis
qualitative evidence
, machine learning
, interpolation
, discriminator
, computer science
, artificial intelligence
, architecture
, adversarial system
Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input
transition function
, steady state
, recurrent neural network
, mathematical optimization
, mnist database
, deep neural networks
, computer science
, backpropagation through time
, artificial neural network
, algorithm
How to Initialize your Network? Robust Initialization for WeightNorm & ResNets
robustness
, residual neural network
, residual
, normalization
, machine learning
, initialization
, deep learning
, computer science
, artificial intelligence
, algorithm
Variational Temporal Abstraction
theoretical computer science
, state space representation
, sequential data
, machine learning
, inference
, imagination
, computer science
, artificial intelligence
, abstraction
Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics
vanishing gradient problem
, schur decomposition
, recurrent neural network
, orthogonality
, orthogonal matrix
, matrix
, mathematical optimization
, eigenvalues and eigenvectors
, computer science
, computation
, algorithm
Unsupervised State Representation Learning in Atari
state representation
, open problem
, mutual information
, machine learning
, intelligent agent
, ground truth
, generative grammar
, feature learning
, encoder
, computer science
, artificial intelligence
MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis
waveform
, speech synthesis
, raw audio format
, mean opinion score
, machine learning
, inversion
, generative grammar
, generality
, computer science
, artificial intelligence
, algorithm
, adversarial system
Gradient based sample selection for online continual learning
sample selection
, mathematical optimization
, machine learning
, gradient based algorithm
, forgetting
, feasible region
, continual learning
, constraint reduction
, constrained optimization
, computer science
, artificial neural network
, artificial intelligence
Wasserstein Dependency Measure for Representation Learning
reinforcement learning
, overfitting
, mutual information
, maximization
, machine learning
, lipschitz continuity
, kullback leibler divergence
, feature learning
, computer science
, cognitive neuroscience of visual object recognition
, artificial intelligence
Visualizing structure and transitions in high-dimensional biological data.
visualization
, pattern recognition
, embedding
, dimensionality reduction
, data visualization
, data type
, data structure
, data point
, biotechnology
, biology
, biological data
, artificial intelligence
Author correction: Why rankings of biomedical image analysis competitions should be interpreted with care (Nature Communications, (2018), 9, 1, (5217), 10.1038/s41467-018-07619-7)
information retrieval
, genetics
, biomedical image
, biology
Finding Archetypal Spaces Using Neural Networks
theoretical computer science
, maxima and minima
, machine learning
, feature vector
, feature learning
, data domain
, data density
, convex combination
, computer science
, artificial neural network
, artificial intelligence
, archetypal analysis
Coupling between human brain activity and body movements: Insights from non-invasive electromagnetic recordings
sensorimotor rhythm
, psychology
, proprioception
, neuroscience
, magnetoencephalography
, isometric exercise
, human brain
, electroencephalography
, efferent
, coherence
, cognitive psychology
Expressiveness and Learning of Hidden Quantum Markov Models.
theoretical computer science
, quantum
, markov model
, machine learning
, expressivity
, computer science
, artificial intelligence
2019-11
Bisimulation for Feller-Dynkin Processes
theoretical computer science
, stochastic process
, markov process
, markov chain
, equivalence
, computer science
, bisimulation
, algebra
Universality and diversity in human song.
vocal music
, tonality
, psychology
, perception
, musical form
, musical
, melody
, formality
, dance
, cognitive psychology
Etalumis: bringing probabilistic programming to scientific simulators at scale
supercomputer
, scalability
, rewriting
, probabilistic logic
, markov chain monte carlo
, inference
, distributed computing
, deep learning
, computer science
, bayesian inference
, artificial intelligence
Universal Dependencies 2.5
universal dependencies
, treebank
, syntax
, parsing
, natural language processing
, interlingua
, computer science
, artificial intelligence
, annotation
SST'19 - Software and Systems Traceability: Summary of the 10th International Workshop at the 41st International Conference on Software Engineering (ICSE), May 27, 2019
traceability
, systems engineering
, software engineering
, software
, computer science
oRNAment: a database of putative RNA binding protein target sites in the transcriptomes of model species.
transcriptome
, rna binding protein
, rna
, model organism
, drosophila melanogaster
, database
, danio
, caenorhabditis elegans
, biology
, binding site
Nonlinear chance-constrained problems with applications to hydro scheduling
solver
, scheduling
, numerical analysis
, nonlinear system
, nonlinear programming
, mathematics
, mathematical optimization
, job shop scheduling
, finite set
, feasible region
Interpolated Adversarial Training: Achieving Robust Neural Networks Without Sacrificing Too Much Accuracy
training methods
, standard error
, robustness
, machine learning
, interpolation
, deep learning
, computer science
, artificial neural network
, artificial intelligence
, adversary
, adversarial system
Integral formulations of volumetric transmittance
transmittance
, random walk
, monte carlo method
, monte carlo integration
, mathematics
, mathematical optimization
, light attenuation
, intuition
, estimator
, control variates
Non-linear sphere tracing for rendering deformed signed distance fields
tracing
, signed distance function
, rendering
, nonlinear system
, mathematics
, computer vision
, computer graphics images
, artificial intelligence
Referring Expression Generation Using Entity Profiles
referring expression generation
, natural language processing
, computer science
, artificial intelligence
Countering the effects of lead bias in news summarization via multi-stage training and auxiliary losses
natural language processing
, multi stage
, computer science
, automatic summarization
, artificial intelligence
How Reasonable are Common-Sense Reasoning Tasks: A Case-Study on the Winograd Schema Challenge and SWAG
winograd schema challenge
, natural language processing
, computer science
, commonsense reasoning
, artificial intelligence
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
natural language processing
, inductive reasoning
, computer science
, artificial intelligence
GRLA 2019: The first International Workshop on Graph Representation Learning and its Applications
power graph analysis
, information retrieval
, graph neural networks
, graph
, graph
, feature learning
, data structure
, computer science
AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks
user identifier
, self attention
, residual
, recommender system
, raw data
, online advertising
, data mining
, computer science
, categorical variable
, artificial neural network
Interactive Language Learning by Question Answering
question answering
, natural language processing
, linguistics
, language acquisition
, computer science
, artificial intelligence
RadioLoc: Learning Vehicle Locations with FM Signal in All-Terrain Environments
terrain
, sweep frequency response analysis
, satellite navigation
, real time computing
, intelligent transportation system
, global positioning system
, frequency modulation
, distributed computing
, distortion
, computer science
, bandwidth
Cascaded Gaussian Processes for Data-efficient Robot Dynamics Learning
robot manipulator
, robot
, recursion
, manipulator
, inverse dynamics
, gaussian process
, dimensionality reduction
, data efficiency
, control theory
, control engineering
, computer science
A Reduction from Reinforcement Learning to No-Regret Online Learning
reinforcement learning
, regret
, online learning
, machine learning
, computer science
, artificial intelligence
Option-critic in cooperative multi-agent systems
multi agent system
, distributed computing
, computer science
Deep Generative Modeling of LiDAR Data
robustness
, robotics
, point cloud
, lidar data
, lidar
, generative grammar
, external data representation
, data type
, computer vision
, computer science
, artificial intelligence
2019-10
Five Ways in Which Computational Modeling Can Help Advance Cognitive Science: Lessons From Artificial Grammar Learning.
visualization
, psychology
, model selection
, experimental research
, computational model
, cognitive science
, bayesian inference
, artificial neural network
, artificial language learning
, artificial grammar learning
Navigation Agents for the Visually Impaired: A Sidewalk Simulator and Experiments
visually impaired
, computer vision
, computer science
, artificial intelligence
Saliency Based Deep Neural Network for Automatic Detection of Gadolinium-Enhancing Multiple Sclerosis Lesions in Brain MRI.
voxel
, segmentation
, salience
, radiology
, multiple sclerosis
, lesion
, false positive paradox
, false discovery rate
, deep learning
, computer science
, artificial intelligence
Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference
voxel
, segmentation
, sample variance
, pattern recognition
, monte carlo method
, medical imaging
, inference
, embedding
, deep learning
, computer science
, artificial intelligence
Efficient Inference Amortization in Graphical Models using Structured Continuous Conditional Normalizing Flows
inference
, graphical model
, data mining
, computer science
, amortization
Visual short‐term memory activation patterns in adult survivors of childhood acute lymphoblastic leukemia
visual short term memory
, supramarginal gyrus
, short term memory
, precentral gyrus
, postcentral gyrus
, pathology
, neurocognitive
, middle temporal gyrus
, medicine
, inferior frontal gyrus
, audiology
Nash Games Among Stackelberg Leaders.
stackelberg competition
, nash games
, mathematical economics
Improving Pathological Structure Segmentation via Transfer Learning Across Diseases
transfer of learning
, supervised learning
, segmentation
, network on
, machine learning
, large class
, encoder
, deep learning
, computer science
, brain tumor segmentation
, artificial intelligence
Early Prediction of Alzheimer's Disease Progression Using Variational Autoencoders.
structural magnetic resonance imaging
, pattern recognition
, neuroscience
, latent variable
, early prediction
, disease progression
, disease
, dementia
, computer science
, artificial intelligence
InfoMask: Masked Variational Latent Representation to Localize Chest Disease
pattern recognition
, mutual information
, masking
, limiting
, deep learning
, computer science
, chest disease
, artificial intelligence
Visualizing High Dimensional Dynamical Processes
visualization
, time series
, pattern recognition
, operator
, nonlinear dimensionality reduction
, kernel
, information geometry
, dynamical systems theory
, data visualization
, data mining
, computer science
, artificial intelligence
Exploring single-cell data with deep multitasking neural networks.
visualization
, unsupervised clustering
, scalability
, human multitasking
, deep learning
, data mining
, biology
, bioinformatics
, artificial neural network
, artificial intelligence
A deep learning framework for neuroscience.
systems neuroscience
, perception
, neuroscience
, deep learning
, cognition
, biology
, artificial neural network
, artificial intelligence
Deep Parametric Indoor Lighting Estimation
single image
, reflection mapping
, qualitative evaluations
, pattern recognition
, parametric statistics
, ground truth
, differentiable function
, computer vision
, computer science
, compositing
, artificial neural network
, artificial intelligence
Metal-organic frameworks based fluorescent sensor array for discrimination of flavonoids.
uv spectrum
, sensor array
, metal organic framework
, linear discriminant analysis
, hierarchical clustering
, fluorescence
, drug analysis
, chemistry
, biological system
, analytical chemistry
Learning chordal extensions
combinatorics
, chordal graph
Low-Dimensional Perturb-and-MAP Approach for Learning Restricted Boltzmann Machines
sampling
, restricted boltzmann machine
, pattern recognition
, maximum a posteriori estimation
, mathematics
, hidden variable theory
, gumbel distribution
, boltzmann machine
, boltzmann distribution
, binary number
, artificial intelligence
, algorithm
Continual Learning of New Sound Classes Using Generative Replay
training set
, spectrogram
, sound classification
, machine learning
, generative grammar
, forgetting
, electronic engineering
, continual learning
, computer science
, classifier
, artificial neural network
, artificial intelligence
Improved Conditional VRNNs for Video Prediction
video sequence
, video prediction
, stochastic process
, probabilistic logic
, pattern recognition
, machine learning
, latent variable
, hierarchy
, expressivity
, data modeling
, computer science
, artificial intelligence
Batch Weight for Domain Adaptation With Mass Shift
training transfer
, target distribution
, semantics
, probabilistic logic
, pattern recognition
, joint probability distribution
, generative grammar
, domain adaptation
, computer science
, artificial intelligence
Depth with nonlinearity creates no bad local minima in ResNets.
residual neural network
, residual
, nonlinear system
, non convex optimization
, neural information processing
, network architecture
, maxima and minima
, mathematics
, mathematical optimization
, deep learning
, artificial intelligence
Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization
pixel
, pattern recognition
, medical imaging
, image translation
, generative grammar
, fixed point
, disease detection
, computer vision
, computer science
, artificial intelligence
, annotation
, adversarial system
2019-09
Retrieving Signals in the Frequency Domain with Deep Complex Extractors
pattern recognition
, frequency domain
, computer science
, artificial intelligence
Unsupervised Temperature Scaling: Robust Post-processing Calibration for Domain Shift
temperature scaling
, physics
, calibration
, algorithm
Connectivity-constrained interactive annotations for panoptic segmentation
segmentation
, panopticon
, computer vision
, computer science
, artificial intelligence
Beyond GANs: Transforming without a Target Distribution
target distribution
, physics
, algorithm
Variational inference of latent hierarchical dynamical systems in neuroscience: an application to calcium imaging data
inference
, dynamical systems theory
, computer science
, calcium imaging
, artificial intelligence
Novelty Search in representational space for sample efficient exploration
novelty
, information retrieval
, computer science
Assessing Generalization in TD methods for Deep Reinforcement Learning
reinforcement learning
, computer science
, artificial intelligence
Transfer Active Learning For Graph Neural Networks
graph neural networks
, computer science
, artificial intelligence
, active learning
Visual Imitation with Reinforcement Learning using Recurrent Siamese Networks
reinforcement learning
, psychology
, imitation
, cognitive psychology
Mem2Mem: Learning to Summarize Long Texts with Memory-to-Memory Transfer
computer science
, cognitive science
CLAREL: classification via retrieval loss for zero-shot learning
zero shot learning
, computer vision
, computer science
, artificial intelligence
Selfish Emergent Communication
computer science
, communication
SPECTRA: Sparse Entity-centric Transitions
spectral line
, physics
, pattern recognition
, artificial intelligence
HighRes-net: Multi-Frame Super-Resolution by Recursive Fusion
superresolution
, recursion
, multi frame
, fusion
, computer science
, algorithm
Discovery of high-confidence human protein-coding genes and exons by whole-genome PhyloCSF helps elucidate 118 GWAS loci.
pseudogene
, locus
, human genome
, genome
, genetics
, gene
, gencode
, encode
, computational biology
, coding region
, biology
Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters
pattern recognition
, multiview learning
, mathematics
, machine learning
, boosting
, artificial intelligence
Kotlin∇: A shape-safe DSL for differentiable programming
mathematical optimization
, kotlin
, digital subscriber line
, differentiable function
, computer science
Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia.
transfer of learning
, speech recognition
, perinatal asphyxia
, computer science
Learning Speaker Representations with Mutual Information.
speech recognition
, mutual information
, computer science
Speech Model Pre-training for End-to-End Spoken Language Understanding
spoken language
, speech recognition
, speech model
, end to end principle
, computer science
Retrieving Signals with Deep Complex Extractors
pattern recognition
, computer science
, artificial intelligence
Modelling Working Memory using Deep Recurrent Reinforcement Learning
working memory
, reinforcement learning
, computer science
, cognitive psychology
Inferring hierarchies of latent features in calcium imaging data
pattern recognition
, computer science
, calcium imaging
, artificial intelligence
Fairness and discrimination in recommendation and retrieval
social effects
, recommender system
, ranking
, machine learning
, information retrieval
, information access
, computer science
, artificial intelligence
Geometric wavelet scattering on graphs and manifolds
wavelet
, scattering
, pure mathematics
, manifold
, graph
, computer science
Learning of Image Dehazing Models for Segmentation Tasks
segmentation
, perception
, image segmentation
, ground truth
, distance measures
, discriminator
, computer vision
, computer science
, artificial intelligence
Toward Requirements Specification for Machine-Learned Components
training set
, software requirements specification
, software engineering
, requirements engineering
, position paper
, pedestrian detection
, pedestrian
, life critical system
, current practice
, computer science
Scattering Networks for Hybrid Representation Learning
wavelet transform
, unsupervised learning
, supervised learning
, scattering
, residual
, pattern recognition
, grayscale
, feature learning
, convolutional neural network
, computer science
, artificial intelligence
2019-08
Isotropic Maximization Loss and Entropic Score: Fast, Accurate, Scalable, Unexposed, Turnkey, and Native Neural Networks Out-of-Distribution Detection
turnkey
, softmax function
, scalability
, outlier
, maximization
, mahalanobis distance
, machine learning
, computer science
, bayesian probability
, artificial neural network
, artificial intelligence
Medical concept embedding with multiple ontological representations
predictive analytics
, ontology
, medical knowledge
, machine learning
, health care
, feature learning
, embedding
, electronic health record
, deep learning
, data science
, computer science
, artificial intelligence
A thousand studies for the price of one: Accelerating psychological science with Pushkin.
transformative learning
, the internet
, software
, population
, mobile device
, internet access
, econometrics
, data security
, data science
, computer science
, citizen science
Leaking your engine speed by spectrum analysis of real-Time scheduling sequences
tracing
, spectrum analysis
, scheduling
, real time computing
, information leakage
, engine control unit
, computer science
Deep Active Localization
robustness
, robotics
, robot control
, robot
, reinforcement learning
, engineering
, deep learning
, convolutional neural network
, control engineering
, artificial intelligence
, action selection
An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents.
reinforcement learning
, machine learning
, computer science
, artificial intelligence
Expressiveness of probabilistic modal logics: A gradual approach
theoretical computer science
, probabilistic simulation
, probabilistic logic
, probabilistic bisimulation
, modal
, mathematics
, mathematical proof
, markov process
, expressivity
, discrete mathematics
, bisimulation
Multi-scale Information Diffusion Prediction with Reinforced Recurrent Networks.
machine learning
, computer science
, artificial intelligence
2019-07
Morphological Irregularity Correlates with Frequency
natural language processing
, computer science
, artificial intelligence
Towards Lossless Encoding of Sentences
natural language processing
, lossless compression
, encoding
, computer science
, artificial intelligence
The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution
natural language processing
, coreference
, computer science
, artificial intelligence
A Cross-Domain Transferable Neural Coherence Model
natural language processing
, computer science
, coherence
, artificial intelligence
EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing
sentence
, programmer
, natural language processing
, interpreter
, computer science
, artificial intelligence
On the impressive performance of randomly weighted encoders in summarization tasks
natural language processing
, encoder
, computer science
, automatic summarization
, artificial intelligence
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study
natural language processing
, empirical research
, dialog box
, conversation
, computer science
, artificial intelligence
Subspace neural physics: fast data-driven interactive simulation
verlet integration
, subspace topology
, rendering
, precomputation
, memory footprint
, dynamical simulation
, computer engineering
, collision detection
, artificial neural network
Hierarchical Gating Networks for Sequential Recommendation
still face
, recommender system
, ranking
, machine learning
, gating
, computer science
, business process reengineering
, bayesian probability
, artificial intelligence
Session details: Session 3A: Recommendations 1
information retrieval
, computer science
Fairness and Discrimination in Retrieval and Recommendation
social effects
, ranking
, information retrieval
, computer science
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases
word graph
, ranking
, pointer
, natural language processing
, information retrieval
, graph
, document summarization
, decoding methods
, computer science
, benchmark data
, artificial neural network
, artificial intelligence
Learning Options with Interest Functions
theoretical computer science
, state space
, machine learning
, function approximation
, computer science
, artificial intelligence
, architecture
, abstraction
Noisy Interactive Quantum Communication
theoretical computer science
, quantum information science
, quantum information
, mathematics
, discrete mathematics
, communication complexity
, channel
, coding theory
Prediction of mRNA subcellular localization using deep recurrent neural networks.
supplementary data
, subcellular localization
, regulation of gene expression
, recurrent neural network
, messenger rna
, deep learning
, data mining
, computer science
, computational biology
, artificial neural network
, artificial intelligence
Large-scale mammalian genome rearrangements coincide with chromatin interactions.
supplementary data
, mammalian genome
, genome
, gene
, evolutionary biology
, data mining
, computer science
, chromosome conformation capture
, chromosome
, chromatin
, breakpoint
Hyperparameter optimization in black-box image processing using differentiable proxies
software
, object detection
, mathematics
, image processing
, hyperparameter optimization
, hardware in the loop simulation
, deep learning
, convolutional neural network
, computer vision
, computer engineering
, black box
, artificial intelligence
Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries
user generated content
, sociology
, social media
, social issues
, public relations
, public policy
, health care
B-IoT: Blockchain Driven Internet of Things with Credit-Based Consensus Mechanism
throughput
, psychological resilience
, internet of things
, directed acyclic graph
, database transaction
, confidentiality
, computer science
, computer network
, blockchain
, access control
Scalable Virtual Ray Lights Rendering for Participating Media
scalability
, rendering
, computer vision
, computer science
, computer graphics images
, artificial intelligence
Smoother: A Smooth Renewable Power-Aware Middleware
source code
, smoothing
, renewable energy
, minimum variance unbiased estimator
, middleware
, intermittency
, execution time
, electricity
, distributed computing
, computer science
2019-06
A Cross-National Study of Consumer Behaviour, Innovativeness and Apparel
salient
, emerging markets
, cross national
, country of origin
, consumer behaviour
, clothing
, china
, business
, brand names
, advertising
Auto-Encoders, Distributed Training and Information Representation in Deep Neural Networks
non convex optimization
, information representation
, feature learning
, deep neural networks
, deep learning
, computer science
, auto encoders
, artificial neural network
, artificial intelligence
Applications of complex numbers to deep neural networks
deep neural networks
, deep learning
, computer science
, complex number
, artificial neural network
, artificial intelligence
Volume Path Guiding Based on Zero-Variance Random Walk Theory
scattering
, sampling
, roulette
, random walk
, radiance
, monte carlo method
, mathematics
, mathematical optimization
, importance sampling
, distance sampling
Stochastic Gradient Push for Distributed Deep Learning
machine learning
, deep learning
, computer science
, artificial intelligence
Amortized Monte Carlo Integration
monte carlo integration
, machine learning
, computer science
, computational science
, artificial intelligence
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects
pattern recognition
, graph
, computer science
, artificial intelligence
Off-Policy Deep Reinforcement Learning without Exploration
reinforcement learning
, machine learning
, computer science
, artificial intelligence
Fairwashing: the risk of rationalization
rationalization
, machine learning
, knowledge management
, computer science
, artificial intelligence
The Value Function Polytope in Reinforcement Learning
reinforcement learning
, polytope
, machine learning
, computer science
, bellman equation
, artificial intelligence
Statistics and Samples in Distributional Reinforcement Learning
reinforcement learning
, machine learning
, computer science
, artificial intelligence
DeepMDP: Learning Continuous Latent Space Models with Theoretical Guarantees
machine learning
, computer science
, artificial intelligence
On Learning Invariant Representation for Domain Adaptation
speech recognition
, pattern recognition
, invariant
, domain adaptation
, computer science
, artificial intelligence
Compositional Invariance Constraints for Graph Embeddings
theoretical computer science
, pattern recognition
, invariant
, graph
, computer science
, artificial intelligence
Per-Decision Option Discounting
machine learning
, discounting
, computer science
, artificial intelligence
Separable value functions across time-scales
separable space
, pattern recognition
, computer science
, artificial intelligence
TarMAC: Targeted Multi-Agent Communication
tarmac
, machine learning
, human computer interaction
, computer science
, artificial intelligence
Multi-objective training of Generative Adversarial Networks with multiple discriminators
machine learning
, generative grammar
, computer science
, artificial intelligence
, adversarial system
Unreproducible research is reproducible
machine learning
, computer science
, artificial intelligence
Hierarchical Importance Weighted Autoencoders
pattern recognition
, machine learning
, computer science
, artificial intelligence
State-Reification Networks: Improving Generalization by Modeling the Distribution of Hidden Representations
reification
, machine learning
, computer science
, artificial intelligence
GMNN: Graph Markov Neural Networks
markov chain
, machine learning
, graph
, computer science
, artificial neural network
, artificial intelligence
Manifold Mixup: Better Representations by Interpolating Hidden States
pattern recognition
, manifold
, interpolation
, computer science
, artificial intelligence
On the Spectral Bias of Neural Networks
pattern recognition
, computer science
, artificial neural network
, artificial intelligence
Using Cost-Based Solution Densities from TSP Relaxations to Solve Routing Problems
travelling salesman problem
, mathematical optimization
, filter
, constraint programming
, computer science
Learning MILP Resolution Outcomes Before Reaching Time-Limit
time limit
, statistical pattern
, mathematical optimization
, linear programming
, exploit
, computer science
, computation
, branch and bound
Understanding the Behaviour of Neural Abstractive Summarizers Using Contrastive Examples
natural language processing
, computer science
, artificial intelligence
Introducing Graph Smoothness Loss for Training Deep Learning Architectures
smoothness
, robustness
, graph
, deep learning
, computer science
, artificial intelligence
, architecture
, algorithm
Improved Bounds for Max Consensus in Wireless Networks
wireless network
, upper and lower bounds
, random geometric graph
, mathematics
, lattice graph
, discrete mathematics
, convergence
, consensus
, binary logarithm
, approximation algorithm
A Frequency Analysis and Dual Hierarchy for Efficient Rendering of Subsurface Scattering
traverse
, subsurface scattering
, sparse image
, rendering
, ray tracing
, radiance
, pixel
, frequency analysis
, computer vision
, computer science
, artificial intelligence
GreenBroker: Optimal Electric Vehicle Park-and-Charge Control via Vehicle-to-Infrastructure Communication
stochastic optimization
, smart grid
, revenue
, market share
, management system
, electricity
, electric vehicle
, computer science
, charge control
, automotive engineering
Tulip: An open-source interior-point linear optimization solver with abstract linear algebra
solver
, open source
, mathematics
, linear programming
, linear algebra
, interior point method
, applied mathematics
QPLIB: a library of quadratic programming instances
undecidable problem
, theory of computation
, ranging
, quadratic programming
, quadratic equation
, optimization problem
, mathematics
, mathematical optimization
, binary quadratic programming
, algebra
An empirical study on aggregation of alternatives and its influence on prediction in car type choice models
statistics
, policy analysis
, parameterized complexity
, operations management
, nested logit
, empirical research
, economics
, econometrics
, discrete choice
, data aggregator
, cross validation
, aggregation methods
2019-05
Adverse Event Prediction by Telemonitoring and Deep Learning
risk threshold
, risk assessment
, recurrent neural network
, ranking
, medical emergency
, health care
, deep learning
, computer science
, care workers
, artificial intelligence
, adverse effect
Investigating Trust Factors in Human-Robot Shared Control: Implicit Gender Bias Around Robot Voice
task analysis
, robot control
, robot
, introspection
, human robot interaction
, human computer interaction
, empirical research
, controller
, computer vision
, computer science
, audio feedback
, artificial intelligence
Revision in Continuous Space: Fine-Grained Control of Text Style Transfer.
programming language
, computer science
Incremental Mining of High Utility Patterns in One Phase by Absence and Legacy-Based Pruning
task analysis
, scalable algorithms
, scalability
, pruning
, distributed computing
, data structure
, data mining
, computer science
Activity-based analysis of open source software contributors: roles and dynamics
user interface
, through the lens metering
, systems engineering
, open source software
, data science
, computer science
Singular value automata and approximate minimization
spectral theory
, singular value decomposition
, singular value
, singular solution
, pure mathematics
, minification
, matrix
, mathematics
, hankel matrix
, discrete mathematics
, canonical form
Bit-Slicing FPGA Accelerator for Quantized Neural Networks
system on a chip
, stratix
, quantized neural networks
, field programmable gate array
, exploit
, electronic engineering
, data set
, computer science
, computer hardware
, bit slicing
, artificial neural network
Analysis and detection of information types of open source software issue discussions
tracking system
, thread
, systems engineering
, software
, sentence length
, sentence
, relevant information
, random forest
, open source software
, data science
, computer science
Stroke Lesion Segmentation in FLAIR MRI Datasets Using Customized Markov Random Fields.
sorensen dice coefficient
, segmentation
, preprocessor
, pattern recognition
, neuroscience
, medicine
, markov random field
, magnetic resonance imaging
, image segmentation
, fluid attenuated inversion recovery
, convolutional neural network
, artificial intelligence
DeepMDP: Learning Continuous Latent Space Models for Representation Learning
machine learning
, feature learning
, computer science
, artificial intelligence
Compositional Fairness Constraints for Graph Embeddings
theoretical computer science
, machine learning
, graph
, computer science
, artificial intelligence
Prediction of Disease Progression in Multiple Sclerosis Patients using Deep Learning Analysis of MRI Data
oncology
, multiple sclerosis
, medicine
, internal medicine
, disease progression
, deep learning
, artificial intelligence
Fast non-uniform radiance probe placement and tracing
visibility
, undersampling
, tracing
, sparse voxel octree
, ray tracing
, light field
, gradient descent
, global illumination
, computer vision
, computer science
, artificial intelligence
Asm2Vec: Boosting Static Representation Robustness for Binary Clone Search against Code Obfuscation and Compiler Optimization
theoretical computer science
, reverse engineering
, optimizing compiler
, obfuscation
, obfuscation
, feature vector
, feature learning
, feature engineering
, computer security
, computer science
, assembly language
In Support of Over-Parametrization in Deep Reinforcement Learning: an Empirical Study
reinforcement learning
, parametrization
, empirical research
, computer science
, artificial intelligence
GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding
synchronization
, scalability
, parallel computing
, hybrid system
, graphics processing unit
, graph theory
, embedding
, data transmission
, data mining
, computer science
, central processing unit
Provably Accelerated Randomized Gossip Algorithms
wireless sensor network
, theoretical computer science
, private information retrieval
, mathematical optimization
, linear system
, kaczmarz method
, gossip protocol
, gossip algorithms
, gossip
, computer science
, average consensus
How Transferable Are Features in Convolutional Neural Network Acoustic Models across Languages
transferability
, transfer of learning
, top down and bottom up design
, speech recognition
, pattern recognition
, more language
, interpretability
, german
, convolutional neural network
, computer science
, artificial intelligence
Representation Mixing for TTS Synthesis
speech recognition
, spectrogram
, rule based machine translation
, pronunciation
, pattern recognition
, parametric statistics
, inference
, encoder
, deep learning
, decoding methods
, computer science
, artificial intelligence
The Pytorch-kaldi Speech Recognition Toolkit
speech recognition
, software
, python language
, exploit
, documentation
, deep learning
, computer science
, artificial neural network
, artificial intelligence
Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction
visualization
, task analysis
, single image
, linguistics
, image generation
, computer science
Deep Generative and Discriminative Domain Adaptation
upper and lower bounds
, machine learning
, generative grammar
, domain adaptation
, discriminative model
, deep learning
, computer science
, autoencoder
, artificial neural network
, artificial intelligence
, adversarial machine learning
Building Knowledge for AI Agents with Reinforcement Learning
reinforcement learning
, procedural knowledge
, machine learning
, knowledge representation and reasoning
, human computer interaction
, continual learning
, computer science
, autonomous agent
, artificial intelligence
On the Pitfalls of Measuring Emergent Communication
reinforcement learning
, phenomenon
, matrix games
, machine learning
, human computer interaction
, fault detection and isolation
, deep learning
, computer science
, channel
, artificial intelligence
Learning Graphs From Data: A Signal Representation Perspective
visualization
, viewpoints
, topological graph theory
, theoretical computer science
, signal processing
, graphical model
, data set
, data modeling
, data model
, computer science
Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically Differentiable Renderer
rendering
, pixel
, pattern recognition
, parametric statistics
, differentiable function
, computer science
, ball
, artificial intelligence
, algorithm
Representation Learning on Graphs and Manifolds
theoretical computer science
, manifold
, machine learning
, graph
, feature learning
, computer science
, artificial intelligence
Task-Agnostic Reinforcement Learning (TARL)
reinforcement learning
, machine learning
, computer science
, artificial intelligence
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
theoretical computer science
, rotation
, pattern recognition
, knowledge graph
, embedding
, computer science
, complex space
, artificial intelligence
A Variational Inequality Perspective on Generative Adversarial Networks
variational inequality
, machine learning
, generative grammar
, computer science
, artificial intelligence
, adversarial system
Brief Report: Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks
tree structure
, recurrent neural network
, computer science
, artificial intelligence
Systematic Generalization: What Is Required and Can It Be Learned?
machine learning
, computer science
, artificial intelligence
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks
tree structure
, recurrent neural network
, pattern recognition
, computer science
, artificial intelligence
Reproducibility in Machine Learning
reproducibility
, pattern recognition
, machine learning
, computer science
, artificial intelligence
h-detach: Modifying the LSTM Gradient Towards Better Optimization
machine learning
, computer science
, artificial intelligence
Modeling the Long Term Future in Model-Based Reinforcement Learning
reinforcement learning
, machine learning
, computer science
, artificial intelligence
Quaternion Recurrent Neural Networks
recurrent neural network
, quaternion
, pattern recognition
, computer science
, artificial intelligence
Probabilistic Planning with Sequential Monte Carlo methods
sequential monte carlo methods
, probabilistic logic
, machine learning
, computer science
, artificial intelligence
AI for Social Good
machine learning
, computer science
, artificial intelligence
InfoBot: Transfer and Exploration via the Information Bottleneck
machine learning
, information bottleneck method
, computer science
, artificial intelligence
Recall Traces: Backtracking Models for Efficient Reinforcement Learning
reinforcement learning
, recall
, machine learning
, computer science
, backtracking
, artificial intelligence
Adversarial Domain Adaptation for Stable Brain-Machine Interfaces
machine learning
, domain adaptation
, computer science
, artificial intelligence
, adversarial system
BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning
machine learning
, language acquisition
, human computer interaction
, computer science
, artificial intelligence
On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length
stride length
, pattern recognition
, computer science
, artificial intelligence
An Empirical Study of Example Forgetting during Deep Neural Network Learning
neural network learning
, machine learning
, forgetting
, empirical research
, computer science
, artificial intelligence
Deep Graph Infomax
pattern recognition
, infomax
, graph
, computer science
, artificial intelligence
Learning deep representations by mutual information estimation and maximization
mutual information
, maximization
, machine learning
, computer science
, artificial intelligence
On overfitting and asymptotic bias in batch reinforcement learning with partial observability
reinforcement learning
, partially observable markov decision process
, overfitting
, observability
, mathematics
, machine learning
, artificial intelligence
Usability of Virtual Reality Application Through the Lens of the User Community: A Case Study
virtual reality
, user feedback
, usability
, through the lens metering
, open source
, multimedia
, human computer interaction
, heuristics
, heuristic evaluation
, computer science
A Survey on Gradient-Domain Rendering
rendering
, ray tracing
, path tracing
, open problem
, monte carlo method
, iterative reconstruction
, convergence
, computer vision
, computer science
, artificial intelligence
, animation
, algorithm
Underwater Communication Using Full-Body Gestures and Optimal Variable-Length Prefix Codes
underwater acoustic communication
, robustness
, robot
, real time computing
, observability
, gesture
, engineering
, encoding
, decoding methods
, control engineering
,