Publication Augmented cyclegan: Learning many-to-many mappings from unpaired data Amjad Almahairi, Sai Rajeswar, Alessandro Sordoni, Philip Bachman, Aaron Courville ICML 2018 | June 2018 ArXiv
Publication Focused Hierarchical RNNs for Conditional Sequence Processing Nan Rosemary Ke, Konrad Zolna, Alessandro Sordoni, Zhouhan Lin, Adam Trischler, Yoshua Bengio, Joelle Pineau, Laurent Charlin, Chris Pal ICML 2018 | June 2018 Project
Publication In reinforcement learning, all objective functions are not equal Romain Laroche, Harm van Seijen Proceedings of the 6th International Conference on Learning Representations (ICLR) – workshop track | May 2018
Publication Reinforcement Learning Algorithm Selection Romain Laroche, Raphael Feraud Proceedings of the 6th International Conference on Learning Representations (ICLR) | May 2018
Publication Corpus-Level Fine-Grained Entity Typing Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schuetze Journal of Artificial Intelligence Research | April 2018, Vol 61: pp. 835-862 Project
Publication Rapid Adaptation with Conditionally Shifted Neurons Tsendsuren Munkhdalai, Xingdi Yuan, Soroush Mehri, Adam Trischler In the proceedings of the Thirty-fifth International Conference on Machine Learning | March 2018
Publication ChatPainter: Improving Text to Image Generation using Dialogue Shikhar Sharma, Dendi Suhubdy, Vincent Michalski, Samira Ebrahimi Kahou, Yoshua Bengio International Conference on Learning Representations (ICLR) Workshop | February 2018
Publication On Value Function Representation of Long Horizon Problems Lucas Lehnert, Romain Laroche, Harm van Seijen Proceedings of the 33rd AAAI international conference | February 2018
Publication Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning Sandeep Subramanian, Adam Trischler, Yoshua Bengio, Christopher Pal ICLR 2018 | January 2018 Project
Publication Twin Networks: Matching the Future for Sequence Generation Dmitriy Serdyuk, Nan Rosemary Ke, Alessandro Sordoni, Chris Pal, Adam Trischler, Yoshua Bengio ICLR 2018 | January 2018 Project
Research
Research