Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Chris Pal

Accounting for Variance in Machine Learning Benchmarks


Mar 01, 2021
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, Pascal Vincent

* Submitted to MLSys2021 

  Access Paper or Ask Questions

Predicting Infectiousness for Proactive Contact Tracing


Oct 23, 2020
Yoshua Bengio, Prateek Gupta, Tegan Maharaj, Nasim Rahaman, Martin Weiss, Tristan Deleu, Eilif Muller, Meng Qu, Victor Schmidt, Pierre-Luc St-Charles, Hannah Alsdurf, Olexa Bilanuik, David Buckeridge, Gáetan Marceau Caron, Pierre-Luc Carrier, Joumana Ghosn, Satya Ortiz-Gagne, Chris Pal, Irina Rish, Bernhard Schölkopf, Abhinav Sharma, Jian Tang, Andrew Williams


  Access Paper or Ask Questions

DuoRAT: Towards Simpler Text-to-SQL Models


Oct 21, 2020
Torsten Scholak, Raymond Li, Dzmitry Bahdanau, Harm de Vries, Chris Pal

* Code is available at https://github.com/ElementAI/duorat 

  Access Paper or Ask Questions

Medical Imaging with Deep Learning: MIDL 2020 -- Short Paper Track


Jun 29, 2020
Tal Arbel, Ismail Ben Ayed, Marleen de Bruijne, Maxime Descoteaux, Herve Lombaert, Chris Pal

* Accepted extended abstracts can also be found at https://openreview.net/group?id=MIDL.io/2020/Conference#abstract-accept-papers 

  Access Paper or Ask Questions

Role-Wise Data Augmentation for Knowledge Distillation


Apr 19, 2020
Jie Fu, Xue Geng, Zhijian Duan, Bohan Zhuang, Xingdi Yuan, Adam Trischler, Jie Lin, Chris Pal, Hao Dong


  Access Paper or Ask Questions

Navigation Agents for the Visually Impaired: A Sidewalk Simulator and Experiments


Oct 29, 2019
Martin Weiss, Simon Chamorro, Roger Girgis, Margaux Luck, Samira E. Kahou, Joseph P. Cohen, Derek Nowrouzezahrai, Doina Precup, Florian Golemo, Chris Pal

* Accepted at CoRL2019. Code & video available at https://mweiss17.github.io/SEVN/ 

  Access Paper or Ask Questions

Learning Neural Causal Models from Unknown Interventions


Oct 02, 2019
Nan Rosemary Ke, Olexa Bilaniuk, Anirudh Goyal, Stefan Bauer, Hugo Larochelle, Chris Pal, Yoshua Bengio


  Access Paper or Ask Questions

An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation


Jul 31, 2019
Vincent Michalski, Vikram Voleti, Samira Ebrahimi Kahou, Anthony Ortiz, Pascal Vincent, Chris Pal, Doina Precup


  Access Paper or Ask Questions

Revision in Continuous Space: Fine-Grained Control of Text Style Transfer


Jun 02, 2019
Dayiheng Liu, Jie Fu, Yidan Zhang, Chris Pal, Jiancheng Lv

* Submitted to NeurIPS 2019 

  Access Paper or Ask Questions

Towards Standardization of Data Licenses: The Montreal Data License


Mar 21, 2019
Misha Benjamin, Paul Gagnon, Negar Rostamzadeh, Chris Pal, Yoshua Bengio, Alex Shee


  Access Paper or Ask Questions

The Liver Tumor Segmentation Benchmark (LiTS)


Jan 13, 2019
Patrick Bilic, Patrick Ferdinand Christ, Eugene Vorontsov, Grzegorz Chlebus, Hao Chen, Qi Dou, Chi-Wing Fu, Xiao Han, Pheng-Ann Heng, Jürgen Hesser, Samuel Kadoury, Tomasz Konopczynski, Miao Le, Chunming Li, Xiaomeng Li, Jana Lipkovà, John Lowengrub, Hans Meine, Jan Hendrik Moltz, Chris Pal, Marie Piraud, Xiaojuan Qi, Jin Qi, Markus Rempfler, Karsten Roth, Andrea Schenk, Anjany Sekuboyina, Eugene Vorontsov, Ping Zhou, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Felix Gruen, Georgios Kaissis, Fabian Lohöfer, Rickmer Braren, Julian Holch, Felix Hofmann, Wieland Sommer, Volker Heinemann, Colin Jacobs, Gabriel Efrain Humpire Mamani, Bram van Ginneken, Gabriel Chartrand, An Tang, Michal Drozdzal, Avi Ben-Cohen, Eyal Klang, Marianne M. Amitai, Eli Konen, Hayit Greenspan, Johan Moreau, Alexandre Hostettler, Luc Soler, Refael Vivanti, Adi Szeskin, Naama Lev-Cohain, Jacob Sosna, Leo Joskowicz, Bjoern H. Menze

* conference 

  Access Paper or Ask Questions

Towards Deep Conversational Recommendations


Dec 18, 2018
Raymond Li, Samira Kahou, Hannes Schulz, Vincent Michalski, Laurent Charlin, Chris Pal

* 17 pages, 5 figures, Accepted at 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Montr\'eal, Canada 

  Access Paper or Ask Questions

A Survey of Mobile Computing for the Visually Impaired


Nov 27, 2018
Martin Weiss, Margaux Luck, Roger Girgis, Chris Pal, Joseph Paul Cohen


  Access Paper or Ask Questions

Sparse Attentive Backtracking: Temporal CreditAssignment Through Reminding


Sep 11, 2018
Nan Rosemary Ke, Anirudh Goyal, Olexa Bilaniuk, Jonathan Binas, Michael C. Mozer, Chris Pal, Yoshua Bengio

* To appear as a Spotlight presentation at NIPS 2018 

  Access Paper or Ask Questions

Liver lesion segmentation informed by joint liver segmentation


Aug 11, 2018
Eugene Vorontsov, An Tang, Chris Pal, Samuel Kadoury

* Late upload of conference version (ISBI) 

  Access Paper or Ask Questions

Fashion-Gen: The Generative Fashion Dataset and Challenge


Jul 30, 2018
Negar Rostamzadeh, Seyedarian Hosseini, Thomas Boquet, Wojciech Stokowiec, Ying Zhang, Christian Jauvin, Chris Pal


  Access Paper or Ask Questions

Focused Hierarchical RNNs for Conditional Sequence Processing


Jun 12, 2018
Nan Rosemary Ke, Konrad Zolna, Alessandro Sordoni, Zhouhan Lin, Adam Trischler, Yoshua Bengio, Joelle Pineau, Laurent Charlin, Chris Pal

* To appear at ICML 2018 

  Access Paper or Ask Questions

Twin Networks: Matching the Future for Sequence Generation


Feb 23, 2018
Dmitriy Serdyuk, Nan Rosemary Ke, Alessandro Sordoni, Adam Trischler, Chris Pal, Yoshua Bengio

* 12 pages, 3 figures, published at ICLR 2018 

  Access Paper or Ask Questions

ACtuAL: Actor-Critic Under Adversarial Learning


Nov 13, 2017
Anirudh Goyal, Nan Rosemary Ke, Alex Lamb, R Devon Hjelm, Chris Pal, Joelle Pineau, Yoshua Bengio


  Access Paper or Ask Questions

Sparse Attentive Backtracking: Long-Range Credit Assignment in Recurrent Networks


Nov 07, 2017
Nan Rosemary Ke, Anirudh Goyal, Olexa Bilaniuk, Jonathan Binas, Laurent Charlin, Chris Pal, Yoshua Bengio


  Access Paper or Ask Questions

On orthogonality and learning recurrent networks with long term dependencies


Oct 12, 2017
Eugene Vorontsov, Chiheb Trabelsi, Samuel Kadoury, Chris Pal


  Access Paper or Ask Questions

Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations


Sep 22, 2017
David Krueger, Tegan Maharaj, János Kramár, Mohammad Pezeshki, Nicolas Ballas, Nan Rosemary Ke, Anirudh Goyal, Yoshua Bengio, Aaron Courville, Chris Pal

* David Krueger and Tegan Maharaj contributed equally to this work 

  Access Paper or Ask Questions

Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation


Feb 16, 2017
Michal Drozdzal, Gabriel Chartrand, Eugene Vorontsov, Lisa Di Jorio, An Tang, Adriana Romero, Yoshua Bengio, Chris Pal, Samuel Kadoury


  Access Paper or Ask Questions

The Importance of Skip Connections in Biomedical Image Segmentation


Sep 22, 2016
Michal Drozdzal, Eugene Vorontsov, Gabriel Chartrand, Samuel Kadoury, Chris Pal

* Accepted to 2nd Workshop on Deep Learning in Medical Image Analysis (DLMIA 2016); Added references 

  Access Paper or Ask Questions

Improving Facial Analysis and Performance Driven Animation through Disentangling Identity and Expression


May 22, 2016
David Rim, Sina Honari, Md Kamrul Hasan, Chris Pal

* to appear in Image and Vision Computing Journal (IMAVIS) 

  Access Paper or Ask Questions

Brain Tumor Segmentation with Deep Neural Networks


May 20, 2016
Mohammad Havaei, Axel Davy, David Warde-Farley, Antoine Biard, Aaron Courville, Yoshua Bengio, Chris Pal, Pierre-Marc Jodoin, Hugo Larochelle


  Access Paper or Ask Questions

Delving Deeper into Convolutional Networks for Learning Video Representations


Mar 01, 2016
Nicolas Ballas, Li Yao, Chris Pal, Aaron Courville

* ICLR 2016 

  Access Paper or Ask Questions