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Career

· Professor, University of Toronto (Current)

Publications (259)

Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
International Conference on Machine Learning · 2015
10,623
cited
Prototypical Networks for Few-shot Learning
Neural Information Processing Systems · 2017
9,412
cited
Fairness through awareness
Information Technology Convergence and Services · 2011
4,264
cited
Gated Graph Sequence Neural Networks
International Conference on Learning Representations · 2015
3,532
cited
Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books
IEEE International Conference on Computer Vision · 2015
2,689
cited
Shortcut learning in deep neural networks
Nature Machine Intelligence · 2020
2,517
cited
Skip-Thought Vectors
Neural Information Processing Systems · 2015
2,470
cited
Understanding the Effective Receptive Field in Deep Convolutional Neural Networks
Neural Information Processing Systems · 2016
2,074
cited
Learning Fair Representations
International Conference on Machine Learning · 2013
1,972
cited
Autoencoders, Minimum Description Length and Helmholtz Free Energy
Neural Information Processing Systems · 1993
1,461
cited
Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models
arXiv.org · 2014
1,443
cited
Meta-Learning for Semi-Supervised Few-Shot Classification
International Conference on Learning Representations · 2018
1,401
cited
The Helmholtz Machine
Neural Computation · 1995
1,368
cited
Multiscale conditional random fields for image labeling
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004. · 2004
1,060
cited
Generative Moment Matching Networks
International Conference on Machine Learning · 2015
897
cited
Neural Relational Inference for Interacting Systems
International Conference on Machine Learning · 2018
841
cited
Causal Effect Inference with Deep Latent-Variable Models
Neural Information Processing Systems · 2017
836
cited
Information processing with population codes
Nature Reviews Neuroscience · 2000
815
cited
Exploring Models and Data for Image Question Answering
Neural Information Processing Systems · 2015
750
cited
Learning Adversarially Fair and Transferable Representations
International Conference on Machine Learning · 2018
745
cited
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