Samira Ebrahimi Kahou

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Membre Académique Associé
Samira Ebrahimi Kahou
Professeur agrégé, École de technologie supérieure (ÉTS)
Samira Ebrahimi Kahou
Vision par ordinateur
Apprentissage profond
Apprentissage multimodal
Apprentissage par renforcement
https://saebrahimi.github.io/

Publications

2021-03

Accounting for Variance in Machine Learning Benchmarks.
Xavier Bouthillier, Pierre Delaunay, Mirko Bronzi, Assya Trofimov, Brennan Nichyporuk, Justin Szeto, Naz Sepah, Edward Raff, Kanika Madan, Vikram Voleti, Samira Ebrahimi Kahou, Vincent Michalski, Dmitriy Serdyuk, Tal Arbel, Chris Pal, Gaël Varoquaux and Pascal Vincent
arXiv: Learning
(2021-03-04)
arxiv.orgPDF

2020-11

Predicting Regional Locust Swarm Distribution with Recurrent Neural Networks.
Hadia Mohmmed Osman Ahmed Samil, Annabelle Martin, Arnav Kumar Jain, Susan Amin and Samira Ebrahimi Kahou
arXiv preprint arXiv:2011.14371
(2020-11-29)
dblp.uni-trier.dePDF

2020-06

Multi-Image Super-Resolution for Remote Sensing Using Deep Recurrent Networks
Rifat Arefin, Vincent Michalski, Pierre-Luc St-Charles, Alfredo Kalaitzis, Sookyung Kim, Samira E. Kahou and Yoshua Bengio
CVPR 2020
(2020-06-01)
openaccess.thecvf.comPDF

2020-02

HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery
Michel Deudon, Alfredo Kalaitzis, Israel Goytom, Rifat Arefin, Zhichao Lin, Kris Sankaran, Vincent Michalski, Samira Ebrahimi Kahou, Julien Cornebise and Yoshua Bengio
arXiv preprint arXiv:2002.06460
(2020-02-15)
ui.adsabs.harvard.eduPDF

2019-10

Navigation Agents for the Visually Impaired: A Sidewalk Simulator and Experiments
Martin Weiss, Simon Chamorro, Roger Girgis, Margaux Luck, Samira Ebrahimi Kahou, Joseph Paul Cohen, Derek Nowrouzezahrai, Doina Precup, Florian Golemo and Chris Pal
CoRL
(2019-10-29)
proceedings.mlr.press[Also on arXiv preprint arXiv:1910.13249 (2019-10-29)]

2019-09

HighRes-net: Multi-Frame Super-Resolution by Recursive Fusion
Michel Deudon, Alfredo Kalaitzis, Rifat Arefin, Israel Goytom, Zhichao Lin, Kris Sankaran, Vincent Michalski, Samira E Kahou, Julien Cornebise and Yoshua Bengio
(venue unknown)
(2019-09-25)
openreview.netPDF

2019-07

An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation.
Vincent Michalski, Vikram Voleti, Samira Ebrahimi Kahou, Anthony Ortiz, Pascal Vincent, Chris Pal and Doina Precup
arXiv preprint arXiv:1908.00061
(2019-07-31)
dblp.uni-trier.dePDF

2019-05

Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction
Alaaeldin El-Nouby, Shikhar Sharma, Hannes Schulz, R Devon Hjelm, Layla El Asri, Samira Ebrahimi Kahou, Yoshua Bengio and Graham Taylor
ICCV 2019
(2019-05-09)
openaccess.thecvf.comPDF[Also on arXiv preprint arXiv:1811.09845 (2018-11-24)]

2019-01

Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies
Sarath Chandar, Chinnadhurai Sankar, Eugene Vorontsov, Samira Ebrahimi Kahou and Yoshua Bengio
AAAI 2019
(2019-01-27)
www.aaai.orgPDF[Also on arXiv preprint arXiv:1902.06704 (2019-01-22)]

2018-12

Towards Deep Conversational Recommendations
Raymond Li, Samira Ebrahimi Kahou, Hannes Schulz, Vincent Michalski, Laurent Charlin and Chris Pal
NEURIPS 2018
(2018-12-03)
papers.nips.ccPDF[LATEST on arXiv preprint arXiv:1812.07617 (2018-12-18)]
Deep Learning recognizes weather and climate patterns
K. Kashinath, M. Prabhat, M. Mudigonda, A. Mahesh, S. K. Kim, Y. Liu, S. Kahou, B. A. Toms, E. Racah, C. Beckham, C. Pal, T. Maharaj, J. Biard, K. Kunkel, D. N. Williams, T. A. O'Brien, M. F. Wehner and W. D. Collins
AGUFM
(2018-12-01)
ui.adsabs.harvard.edu

2018-11

Keep Drawing It: Iterative language-based image generation and editing.
Alaaeldin El-Nouby, Shikhar Sharma, Hannes Schulz, R. Devon Hjelm, Layla El Asri, Samira Ebrahimi Kahou, Yoshua Bengio and Graham W. Taylor
(venue unknown)
(2018-11-24)
www.microsoft.comPDF

2018-02

FigureQA: An Annotated Figure Dataset for Visual Reasoning
Samira Ebrahimi Kahou, Adam Atkinson, Vincent Michalski, Ákos Kádár, Adam Trischler and Yoshua Bengio
ICLR 2018
(2018-02-15)
www.microsoft.comPDF
ChatPainter: Improving Text to Image Generation using Dialogue
Shikhar Sharma, Dendi Suhubdy, Vincent Michalski, Samira Ebrahimi Kahou and Yoshua Bengio
ICLR 2018
(2018-02-12)
www.microsoft.comPDF[LATEST on arXiv preprint arXiv:1802.08216 (2018-02-22)]

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