| Deep learning-based classification of hyperspectral data Y Chen, Z Lin, X Zhao, G Wang, Y Gu IEEE Journal of Selected topics in applied earth observations and remote …, 2014 | 2502 | 2014 |
| A structured self-attentive sentence embedding Z Lin, M Feng, CN Santos, M Yu, B Xiang, B Zhou, Y Bengio ICLR 2017: 5th International Conference on Learning Representations, 2017 | 2458 | 2017 |
| 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 | 1110* | 2016 |
| Neural networks with few multiplications Z Lin, M Courbariaux, R Memisevic, Y Bengio ICLR 2016: 4th International Conference on Learning Representations, 2015 | 409 | 2015 |
| Towards biologically plausible deep learning Y Bengio, DH Lee, J Bornschein, T Mesnard, Z Lin ICML 2015 workshop: 32th International Conference on Machine Learning, 2015 | 397 | 2015 |
| 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 | 331 | 2017 |
| Spatial-spectral transformer for hyperspectral image classification X He, Y Chen, Z Lin Remote Sensing 13 (3), 498, 2021 | 186 | 2021 |
| Architectural complexity measures of recurrent neural networks S Zhang, Y Wu, T Che, Z Lin, R Memisevic, RR Salakhutdinov, Y Bengio NIPS 2016: Advances in neural information processing systems, 29, 1822-1830, 2016 | 184 | 2016 |
| Neural Language Modeling by Jointly Learning Syntax and Lexicon Y Shen, Z Lin, CW Huang, A Courville ICLR 2018: 6th International Conference on Learning Representations, 2017 | 173 | 2017 |
| Spectral-spatial classification of hyperspectral image using autoencoders Z Lin, Y Chen, X Zhao, G Wang ICICS 2013: 9th International Conference on Information, Communications and …, 2013 | 142 | 2013 |
| Straight to the Tree: Constituency Parsing with Neural Syntactic Distance Y Shen, Z Lin, AP Jacob, A Sordoni, A Courville, Y Bengio ACL 2018: 56th Annual Meeting of the Association for Computational Linguistics, 2018 | 85 | 2018 |
| Recurrent neural networks with limited numerical precision Z Lin, J Ott, Y Zhang, SC Liu, Y Bengio NIPS 2016 workshop: Efficient Methods for Deep Neural Networks on 29th …, 2016 | 84* | 2016 |
| Optimizing Subspace SVM Ensemble for Hyperspectral Imagery Classification Y Chen, X Zhao, Z Lin IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014 | 65 | 2014 |
| How far can we go without convolution: Improving fully-connected networks Z Lin, R Memisevic, K Konda ICLR 2016 workshop: 4th International Conference on Learning Representations, 2015 | 51 | 2015 |
| Interactive language learning by question answering X Yuan, MA Côté, J Fu, Z Lin, C Pal, Y Bengio, A Trischler EMNLP 2019: The 2019 Conference on Empirical Methods in Natural Language …, 2019 | 44 | 2019 |
| Rasat: Integrating relational structures into pretrained seq2seq model for text-to-sql J Qi, J Tang, Z He, X Wan, C Zhou, X Wang, Q Zhang, Z Lin EMNLP 2022: The 2022 Conference on Empirical Methods in Natural Language …, 2022 | 40 | 2022 |
| Leveraging Uni-Modal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition X Pan, P Chen, Y Gong, H Zhou, X Wang, Z Lin ACL 2022: 60th Annual Meeting of the Association for Computational Linguistics, 2022 | 26 | 2022 |
| Focused Hierarchical RNNs for Conditional Sequence Processing NR Ke, K Zolna, A Sordoni, Z Lin, A Trischler, Y Bengio, J Pineau, ... ICML 2018: 35th International Conference on Machine Learning, 2018 | 25 | 2018 |
| Annotation Inconsistency and Entity Bias in MultiWOZ K Qian, A Beirami, Z Lin, A De, A Geramifard, Z Yu, C Sankar SIGDIAL 2021: 22nd Annual Meeting of the Special Interest Group on Discourse …, 2021 | 23 | 2021 |
| Ordered memory Y Shen, S Tan, A Hosseini, Z Lin, A Sordoni, A Courville NeurIPS 2019: Advances in Neural Information Processing Systems, 32, 2019 | 22 | 2019 |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
