| Show, Attend and Tell: Neural Image Caption Generation with Visual Attention K Xu, J Ba, R Kiros, K Cho, A Courville, R Salakhutdinov, R Zemel, ... International Conference on Machine Learning (ICML) 2 (3), 5, 2015 | 11517 | 2015 |
| Theano: A Python framework for fast computation of mathematical expressions R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ... arXiv e-prints, arXiv: 1605.02688, 2016 | 917 | 2016 |
| Probabilistic model-agnostic meta-learning C Finn*, K Xu*, S Levine Advances in neural information processing systems 31, 2018 | 746 | 2018 |
| An actor-critic algorithm for sequence prediction D Bahdanau, P Brakel, K Xu, A Goyal, R Lowe, J Pineau, A Courville, ... International Conference on Learning Representations (2017), 2016 | 650 | 2016 |
| On using monolingual corpora in neural machine translation C Gulcehre, O Firat, K Xu, K Cho, L Barrault, HC Lin, F Bougares, ... arXiv preprint arXiv:1503.03535, 2015 | 594 | 2015 |
| Meta-dataset: A dataset of datasets for learning to learn from few examples E Triantafillou, T Zhu, V Dumoulin, P Lamblin, U Evci, K Xu, R Goroshin, ... International Conference on Learning Representations (2020), 2019 | 571 | 2019 |
| Bridging the gap between value and policy based reinforcement learning O Nachum, M Norouzi, K Xu, D Schuurmans Advances in neural information processing systems 30, 2017 | 450 | 2017 |
| Palm 2 technical report R Anil, AM Dai, O Firat, M Johnson, D Lepikhin, A Passos, S Shakeri, ... arXiv preprint arXiv:2305.10403, 2023 | 302 | 2023 |
| Theano: A Python framework for fast computation of mathematical expressions TTD Team, R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, ... arXiv preprint arXiv:1605.02688, 2016 | 200 | 2016 |
| Unsupervised perceptual rewards for imitation learning P Sermanet*, K Xu*, S Levine Robotics: Science and Systems (RSS 2017), 2016 | 166 | 2016 |
| Trust-pcl: An off-policy trust region method for continuous control O Nachum, M Norouzi, K Xu, D Schuurmans International Conference on Learning Representations (2018), 2018 | 130 | 2018 |
| On integrating a language model into neural machine translation C Gulcehre, O Firat, K Xu, K Cho, Y Bengio Computer Speech & Language 45, 137-148, 2017 | 116 | 2017 |
| Learning a prior over intent via meta-inverse reinforcement learning K Xu, E Ratner, A Dragan, S Levine, C Finn International conference on machine learning, 6952-6962, 2019 | 71 | 2019 |
| Reset-free reinforcement learning via multi-task learning: Learning dexterous manipulation behaviors without human intervention A Gupta, J Yu, TZ Zhao, V Kumar, A Rovinsky, K Xu, T Devlin, S Levine 2021 IEEE International Conference on Robotics and Automation (ICRA), 6664-6671, 2021 | 65 | 2021 |
| Continual Learning of Control Primitives: Skill Discovery via Reset-Games K Xu*, S Verma*, C Finn, S Levine Advances in neural information processing systems, 2020, 2020 | 33 | 2020 |
| Autonomous Reinforcement Learning: Formalism and Benchmarking A Sharma*, K Xu*, N Sardana, A Gupta, K Hausman, S Levine, C Finn International Conference on Learning Representations (2022), 2021 | 18 | 2021 |
| Dexterous manipulation from images: Autonomous real-world rl via substep guidance K Xu, Z Hu, R Doshi, A Rovinsky, V Kumar, A Gupta, S Levine 2023 IEEE International Conference on Robotics and Automation (ICRA), 5938-5945, 2023 | 4 | 2023 |
| A Controller-Recognizer Framework: How necessary is recognition for control? M Moczulski, K Xu, A Courville, K Cho arXiv preprint arXiv:1511.06428, 2015 | 2 | 2015 |
| Automatically inferring task context for continual learning J Collins, K Xu, BA Olshausen, B Cheung Conference on Cognitive Computational Neuroscience (CCN), 2019 | 1 | 2019 |
| Frontier Language Models are not Robust to Adversarial Arithmetic, or" What do I need to say so you agree 2+ 2= 5? CD Freeman, L Culp, A Parisi, ML Bileschi, GF Elsayed, A Rizkowsky, ... arXiv preprint arXiv:2311.07587, 2023 | | 2023 |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
