Publications (21)
Unimodal probability distributions for deep ordinal classification
Christopher Beckham, Christopher Pal
Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation
Sina Honari, Jason Yosinski, Pascal Vincent +1
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events
Evan Racah, Christopher Beckham, Tegan Maharaj +3
Dataflow-based Joint Quantization of Weights and Activations for Deep Neural Networks
Xue Geng, Jie Fu, Bin Zhao +4
Describing Videos by Exploiting Temporal Structure
Li Yao, Atousa Torabi, Kyunghyun Cho +4
Adversarial Generation of Natural Language
Sai Rajeswar, Sandeep Subramanian, Francis Dutil +2
Convolutional Residual Memory Networks
Joel Moniz, Christopher Pal
EmoNets: Multimodal deep learning approaches for emotion recognition in video
Samira Ebrahimi Kahou, Xavier Bouthillier, Pascal Lamblin +15
A dataset and exploration of models for understanding video data through fill-in-the-blank question-answering
Tegan Maharaj, Nicolas Ballas, Anna Rohrbach +2
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study
Chinnadhurai Sankar, Sandeep Subramanian, Christopher Pal +2
Recurrent Semi-supervised Classification and Constrained Adversarial Generation with Motion Capture Data
Félix G. Harvey, Julien Roy, David Kanaa +1
A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms
Yoshua Bengio, Tristan Deleu, Nasim Rahaman +5
Using Descriptive Video Services to Create a Large Data Source for Video Annotation Research
Atousa Torabi, Christopher Pal, Hugo Larochelle +1
Theano: A Python framework for fast computation of mathematical expressions
The Theano Development Team, Rami Al-Rfou, Guillaume Alain +110
Unsupervised Depth Estimation, 3D Face Rotation and Replacement
Joel Ruben Antony Moniz, Christopher Beckham, Simon Rajotte +2
A step towards procedural terrain generation with GANs
Christopher Beckham, Christopher Pal
A simple squared-error reformulation for ordinal classification
Christopher Beckham, Christopher Pal
Supervise Thyself: Examining Self-Supervised Representations in Interactive Environments
Evan Racah, Christopher Pal
Towards Understanding Generalization in Gradient-Based Meta-Learning
Simon Guiroy, Vikas Verma, Christopher Pal
Improving Landmark Localization with Semi-Supervised Learning
Sina Honari, Pavlo Molchanov, Stephen Tyree +3
Movie Description
Anna Rohrbach, Atousa Torabi, Marcus Rohrbach +5