Publications

Notable publications

Bioinformatics

Bridging the Gap Between Deep Learning and Neuroscience

Deep Learning for Speech and Signals

Deep Learning for Video

Efficient Implementations of Deep Nets

Generic Methods to Improve Training and Generalization

Graph Neural Networks

Graphical Model

Learning Theory and Optimization for Deep Learning

Multi-Agent Systems

Neural Language Modelling and Natural Language Processing

Publications With Demo

Recurrent Neural Networks

Reinforcement learning & Planning

Unsupervised, Generative Deep Learning