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 | 2835 | 2018 |
Oríon: Experiment version control for efficient hyperparameter optimization C Tsirigotis, X Bouthillier, F Corneau-Tremblay, P Henderson, R Askari, ... | 13* | 2018 |
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 | 10 | 2022 |
Language model alignment with elastic reset M Noukhovitch, S Lavoie, F Strub, AC Courville Advances in Neural Information Processing Systems 36, 2024 | 4 | 2024 |
Integrating Categorical Semantics into Unsupervised Domain Translation S Lavoie, F Ahmed, A Courville International Conference on Learning Representations, 2021 | 4* | 2021 |
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, 2024 | 2 | 2024 |
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 | 2 | 2023 |
Unsupervised one-to-many image translation S Lavoie-Marchildon, S Lachapelle, M Bińkowski, A Courville, Y Bengio, ... | 1 | 2018 |
Modeling Caption Diversity in Contrastive Vision-Language Pretraining S Lavoie, P Kirichenko, M Ibrahim, M Assran, AG Wildon, A Courville, ... arXiv preprint arXiv:2405.00740, 2024 | | 2024 |
SPARO: Selective Attention for Robust and Compositional Transformer Encodings for Vision A Vani, B Nguyen, S Lavoie, R Krishna, A Courville arXiv preprint arXiv:2404.15721, 2024 | | 2024 |
Representation learning in unsupervised domain translation S Lavoie-Marchildon | | 2020 |
Serverless architecture efficiency: an exploratory study S Lavoie, A Garant, F Petrillo arXiv preprint arXiv:1901.03984, 2019 | | 2019 |
Countering Language Drift with KL Regularization M Noukhovitch, S Lavoie, IH Laradji, D Kiela, F Strub, A Courville | | |