| Learning deep representations by mutual information estimation and maximization RD Hjelm, A Fedorov, S Lavoie-Marchildon, K Grewal, P Bachman, ... arXiv preprint arXiv:1808.06670, 2018 | 3703 | 2018 |
| An introduction to vision-language modeling F Bordes, RY Pang, A Ajay, AC Li, A Bardes, S Petryk, O Mañas, Z Lin, ... arXiv preprint arXiv:2405.17247, 2024 | 258* | 2024 |
| Modeling caption diversity in contrastive vision-language pretraining S Lavoie, P Kirichenko, M Ibrahim, M Assran, AG Wilson, A Courville, ... arXiv preprint arXiv:2405.00740, 2024 | 44 | 2024 |
| Language model alignment with elastic reset M Noukhovitch, S Lavoie, F Strub, AC Courville Advances in Neural Information Processing Systems 36, 3439-3461, 2023 | 34 | 2023 |
| Simplicial embeddings in self-supervised learning and downstream classification S Lavoie, C Tsirigotis, M Schwarzer, A Vani, M Noukhovitch, K Kawaguchi, ... International Conference on Learning Representation 2023, 2022 | 31 | 2022 |
| Improving compositional generalization using iterated learning and simplicial embeddings Y Ren, S Lavoie, M Galkin, DJ Sutherland, AC Courville Advances in Neural Information Processing Systems 36, 60547-60572, 2023 | 19 | 2023 |
| Oríon: Experiment version control for efficient hyperparameter optimization C Tsirigotis, X Bouthillier, F Corneau-Tremblay, P Henderson, R Askari, ... | 14* | 2018 |
| Sparo: Selective attention for robust and compositional transformer encodings for vision A Vani, B Nguyen, S Lavoie, R Krishna, A Courville European Conference on Computer Vision, 233-251, 2024 | 7 | 2024 |
| Integrating Categorical Semantics into Unsupervised Domain Translation S Lavoie, F Ahmed, A Courville International Conference on Learning Representations, 2021 | 6 | 2021 |
| A surprisingly simple technique to control the pretraining bias for better transfer: Expand or Narrow your representation F Bordes, S Lavoie, R Balestriero, N Ballas, P Vincent arXiv preprint arXiv:2304.05369, 2023 | 4 | 2023 |
| Simplicial embeddings improve sample efficiency in actor-critic agents J Obando-Ceron, W Mayor, S Lavoie, S Fujimoto, A Courville, PS Castro arXiv preprint arXiv:2510.13704, 2025 | 1 | 2025 |
| Serverless architecture efficiency: an exploratory study S Lavoie, A Garant, F Petrillo arXiv preprint arXiv:1901.03984, 2019 | 1 | 2019 |
| Unsupervised one-to-many image translation S Lavoie-Marchildon, S Lachapelle, M Bińkowski, A Courville, Y Bengio, ... | 1 | 2018 |
| Compositional Discrete Latent Code for High Fidelity, Productive Diffusion Models S Lavoie, M Noukhovitch, A Courville NeurIPS 2025, 2025 | | 2025 |
| Representation learning in unsupervised domain translation S Lavoie-Marchildon | | 2019 |
| Countering Language Drift with KL Regularization M Noukhovitch, S Lavoie, IH Laradji, D Kiela, F Strub, A Courville | | |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
