| A survey of data augmentation approaches for NLP SY Feng, V Gangal, J Wei, S Chandar, S Vosoughi, T Mitamura, E Hovy arXiv preprint arXiv:2105.03075, 2021 | 1198 | 2021 |
| The hanabi challenge: A new frontier for ai research N Bard, JN Foerster, S Chandar, N Burch, M Lanctot, HF Song, E Parisotto, ... Artificial Intelligence 280, 103216, 2020 | 551 | 2020 |
| Guesswhat?! visual object discovery through multi-modal dialogue H De Vries, F Strub, S Chandar, O Pietquin, H Larochelle, A Courville Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017 | 502 | 2017 |
| An autoencoder approach to learning bilingual word representations S Chandar, S Lauly, H Larochelle, M Khapra, B Ravindran, VC Raykar, ... Advances in Neural Information Processing Systems, 1853-1861, 2014 | 406* | 2014 |
| A deep reinforcement learning chatbot IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ... arXiv preprint arXiv:1709.02349, 2017 | 399 | 2017 |
| Post-hoc interpretability for neural nlp: A survey A Madsen, S Reddy, S Chandar ACM Computing Surveys 55 (8), 1-42, 2022 | 386 | 2022 |
| Generating factoid questions with recurrent neural networks: The 30m factoid question-answer corpus IV Serban, A García-Durán, Ç Gu̇lçehre, S Ahn, S Chandar, A Courville, ... Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016 | 382 | 2016 |
| Complex sequential question answering: Towards learning to converse over linked question answer pairs with a knowledge graph A Saha, V Pahuja, M Khapra, K Sankaranarayanan, S Chandar Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018 | 269 | 2018 |
| Correlational neural networks S Chandar, MM Khapra, H Larochelle, B Ravindran Neural computation 28 (2), 257-285, 2016 | 222 | 2016 |
| An empirical investigation of the role of pre-training in lifelong learning SV Mehta, D Patil, S Chandar, E Strubell Journal of Machine Learning Research 24 (214), 1-50, 2023 | 196 | 2023 |
| Learning to navigate the synthetically accessible chemical space using reinforcement learning SK Gottipati, B Sattarov, S Niu, Y Pathak, H Wei, S Liu, S Blackburn, ... International conference on machine learning, 3668-3679, 2020 | 193 | 2020 |
| Do neural dialog systems use the conversation history effectively? an empirical study C Sankar, S Subramanian, C Pal, S Chandar, Y Bengio arXiv preprint arXiv:1906.01603, 2019 | 161 | 2019 |
| Toward training recurrent neural networks for lifelong learning S Sodhani, S Chandar, Y Bengio Neural computation 32 (1), 1-35, 2020 | 144* | 2020 |
| Dynamic neural turing machine with continuous and discrete addressing schemes C Gulcehre, S Chandar, K Cho, Y Bengio Neural computation 30 (4), 857-884, 2018 | 143* | 2018 |
| V-jepa 2: Self-supervised video models enable understanding, prediction and planning M Assran, A Bardes, D Fan, Q Garrido, R Howes, M Muckley, A Rizvi, ... arXiv preprint arXiv:2506.09985, 2025 | 137 | 2025 |
| Hierarchical memory networks S Chandar, S Ahn, H Larochelle, P Vincent, G Tesauro, Y Bengio arXiv preprint arXiv:1605.07427, 2016 | 112 | 2016 |
| Patchup: A feature-space block-level regularization technique for convolutional neural networks M Faramarzi, M Amini, A Badrinaaraayanan, V Verma, S Chandar Proceedings of the AAAI conference on artificial intelligence 36 (1), 589-597, 2022 | 99 | 2022 |
| Towards non-saturating recurrent units for modelling long-term dependencies S Chandar, C Sankar, E Vorontsov, SE Kahou, Y Bengio Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3280-3287, 2019 | 88 | 2019 |
| Memory augmented neural networks with wormhole connections C Gulcehre, S Chandar, Y Bengio arXiv preprint arXiv:1701.08718, 2017 | 85 | 2017 |
| Bridge correlational neural networks for multilingual multimodal representation learning J Rajendran, MM Khapra, S Chandar, B Ravindran Proceedings of the 2016 Conference of the North American Chapter of the …, 2016 | 84 | 2016 |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
