EmoNets: Multimodal deep learning approaches for emotion recognition in video

Samira Ebrahimi Kahou, Xavier Bouthillier, Pascal Lamblin +15

Modeling sequential data using higher-order relational features and predictive training

Vincent Michalski, Roland Memisevic, Kishore Konda

FigureQA: An Annotated Figure Dataset for Visual Reasoning

Samira Ebrahimi Kahou, Vincent Michalski, Adam Atkinson +3

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

Vincent Michalski, Vikram Voleti, Samira Ebrahimi Kahou +4

The paper empirically compares conditional batch normalization and conditional group normalization, examining their impact on generalization across visual question answering, few‑s…

ChatPainter: Improving Text to Image Generation using Dialogue

Shikhar Sharma, Dendi Suhubdy, Vincent Michalski +2

The "something something" video database for learning and evaluating visual common sense

Raghav Goyal, Samira Ebrahimi Kahou, Vincent Michalski +11

RATM: Recurrent Attentive Tracking Model

Samira Ebrahimi Kahou, Vincent Michalski, Roland Memisevic

Learning to encode motion using spatio-temporal synchrony

Kishore Reddy Konda, Roland Memisevic, Vincent Michalski

A Deep Reinforcement Learning Chatbot (Short Version)

Iulian V. Serban, Chinnadhurai Sankar, Mathieu Germain +15

Theano: A Python framework for fast computation of mathematical expressions

The Theano Development Team, Rami Al-Rfou, Guillaume Alain +110

Towards Deep Conversational Recommendations

Raymond Li, Samira Kahou, Hannes Schulz +3

A Deep Reinforcement Learning Chatbot

Iulian V. Serban, Chinnadhurai Sankar, Mathieu Germain +15