| Learning phrase representations using RNN encoder-decoder for statistical machine translation K Cho, B Van Merriënboer, C Gulcehre, D Bahdanau, F Bougares, ... arXiv preprint arXiv:1406.1078, 2014 | 38346 | 2014 |
| Empirical evaluation of gated recurrent neural networks on sequence modeling J Chung, C Gulcehre, KH Cho, Y Bengio arXiv preprint arXiv:1412.3555, 2014 | 21525 | 2014 |
| Grandmaster level in StarCraft II using multi-agent reinforcement learning O Vinyals, I Babuschkin, WM Czarnecki, M Mathieu, A Dudzik, J Chung, ... nature 575 (7782), 350-354, 2019 | 6091 | 2019 |
| Relational inductive biases, deep learning, and graph networks PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ... arXiv preprint arXiv:1806.01261, 2018 | 4904 | 2018 |
| Abstractive text summarization using sequence-to-sequence rnns and beyond R Nallapati, B Zhou, C Dos Santos, Ç Gulçehre, B Xiang Proceedings of the 20th SIGNLL conference on computational natural language …, 2016 | 3429 | 2016 |
| Identifying and attacking the saddle point problem in high-dimensional non-convex optimization YN Dauphin, R Pascanu, C Gulcehre, K Cho, S Ganguli, Y Bengio Advances in neural information processing systems 27, 2014 | 2101 | 2014 |
| How to construct deep recurrent neural networks R Pascanu, C Gulcehre, K Cho, Y Bengio arXiv preprint arXiv:1312.6026, 2013 | 1533 | 2013 |
| Gated feedback recurrent neural networks J Chung, C Gulcehre, K Cho, Y Bengio International conference on machine learning, 2067-2075, 2015 | 1296 | 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 preprint arXiv:1605.02688, 2016 | 1181 | 2016 |
| Empirical evaluation of gated recurrent neural networks on sequence modeling. arXiv 2014 J Chung, C Gulcehre, KH Cho, Y Bengio arXiv preprint arXiv:1412.3555 1412, 2014 | 1181 | 2014 |
| Policy distillation AA Rusu, SG Colmenarejo, C Gulcehre, G Desjardins, J Kirkpatrick, ... arXiv preprint arXiv:1511.06295, 2015 | 1005 | 2015 |
| Social influence as intrinsic motivation for multi-agent deep reinforcement learning N Jaques, A Lazaridou, E Hughes, C Gulcehre, P Ortega, DJ Strouse, ... International conference on machine learning, 3040-3049, 2019 | 698 | 2019 |
| 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 | 693 | 2015 |
| Pointing the unknown words Ç Gulçehre, S Ahn, R Nallapati, B Zhou, Y Bengio Proceedings of the 54th annual meeting of the association for computational …, 2016 | 690 | 2016 |
| AlphaStar: Mastering the Real-Time Strategy Game StarCraft II Jan, 2019 | 625* | 2019 |
| Stabilizing transformers for reinforcement learning E Parisotto, F Song, J Rae, R Pascanu, C Gulcehre, S Jayakumar, ... International conference on machine learning, 7487-7498, 2020 | 588 | 2020 |
| Recurrent batch normalization T Cooijmans, N Ballas, C Laurent, Ç Gülçehre, A Courville arXiv preprint arXiv:1603.09025, 2016 | 557 | 2016 |
| Emonets: Multimodal deep learning approaches for emotion recognition in video SE Kahou, X Bouthillier, P Lamblin, C Gulcehre, V Michalski, K Konda, ... Journal on Multimodal User Interfaces 10 (2), 99-111, 2016 | 550 | 2016 |
| Resurrecting recurrent neural networks for long sequences A Orvieto, SL Smith, A Gu, A Fernando, C Gulcehre, R Pascanu, S De International Conference on Machine Learning, 26670-26698, 2023 | 484 | 2023 |
| Combining modality specific deep neural networks for emotion recognition in video SE Kahou, C Pal, X Bouthillier, P Froumenty, Ç Gülçehre, R Memisevic, ... Proceedings of the 15th ACM on International conference on multimodal …, 2013 | 471 | 2013 |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
