Pascal Vincent
Université de Montréal
H-index: 57
North America-Canada
Top articles of Pascal Vincent
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning | Advances in Neural Information Processing Systems | Casey Meehan Florian Bordes Pascal Vincent Kamalika Chaudhuri Chuan Guo | 2024/2/13 |
On the Identifiability of Quantized Factors | Vitória Barin-Pacela Kartik Ahuja Simon Lacoste-Julien Pascal Vincent | 2024/4 | |
Pug: Photorealistic and semantically controllable synthetic data for representation learning | Advances in Neural Information Processing Systems | Florian Bordes Shashank Shekhar Mark Ibrahim Diane Bouchacourt Pascal Vincent | 2024/2/13 |
Towards democratizing joint-embedding self-supervised learning | arXiv preprint arXiv:2303.01986 | Florian Bordes Randall Balestriero Pascal Vincent | 2023/3/3 |
Predicting masked tokens in stochastic locations improves masked image modeling | arXiv preprint arXiv:2308.00566 | Amir Bar Florian Bordes Assaf Shocher Mahmoud Assran Pascal Vincent | 2023/7/31 |
Self-supervised learning from images with a joint-embedding predictive architecture | Mahmoud Assran Quentin Duval Ishan Misra Piotr Bojanowski Pascal Vincent | 2023 | |
Identifiability of Discretized Latent Coordinate Systems via Density Landmarks Detection | arXiv preprint arXiv:2306.16334 | Vitória Barin-Pacela Kartik Ahuja Simon Lacoste-Julien Pascal Vincent | 2023/6/28 |
Worldsense: A synthetic benchmark for grounded reasoning in large language models | arXiv preprint arXiv:2311.15930 | Youssef Benchekroun Megi Dervishi Mark Ibrahim Jean-Baptiste Gaya Xavier Martinet | 2023/11/27 |
Objectives matter: Understanding the impact of self-supervised objectives on vision transformer representations | arXiv preprint arXiv:2304.13089 | Shashank Shekhar Florian Bordes Pascal Vincent Ari Morcos | 2023/4/25 |
Self-Supervised Disentanglement by Leveraging Structure in Data Augmentations | arXiv preprint arXiv:2311.08815 | Cian Eastwood Julius von Kügelgen Linus Ericsson Diane Bouchacourt Pascal Vincent | 2023/11/15 |
A surprisingly simple technique to control the pretraining bias for better transfer: Expand or Narrow your representation | arXiv preprint arXiv:2304.05369 | Florian Bordes Samuel Lavoie Randall Balestriero Nicolas Ballas Pascal Vincent | 2023/4/11 |
Motif: Intrinsic motivation from artificial intelligence feedback | ICLR 2024 | Martin Klissarov* Pierluca D'Oro* Shagun Sodhani Roberta Raileanu Pierre-Luc Bacon | 2023/10/3 |
Instance-Conditioned GAN Data Augmentation for Representation Learning | arXiv preprint arXiv:2303.09677 | Pietro Astolfi Arantxa Casanova Jakob Verbeek Pascal Vincent Adriana Romero-Soriano | 2023/3/16 |
Discovering environments with XRM | arXiv preprint arXiv:2309.16748 | Mohammad Pezeshki Diane Bouchacourt Mark Ibrahim Nicolas Ballas Pascal Vincent | 2023/9/28 |
Disentanglement of correlated factors via hausdorff factorized support | arXiv preprint arXiv:2210.07347 | Karsten Roth Mark Ibrahim Zeynep Akata Pascal Vincent Diane Bouchacourt | 2022/10/13 |
The hidden uniform cluster prior in self-supervised learning | ICLR - International Conference on Learning Representations | Mahmoud Assran Randall Balestriero Quentin Duval Florian Bordes Ishan Misra | 2022/10/13 |
The Emergence of Argument Structure in Artificial Languages | Transactions of the Association for Computational Linguistics | Tom Bosc Pascal Vincent | 2022/12/23 |
Guillotine regularization: Why removing layers is needed to improve generalization in self-supervised learning | Transactions of Machine Learning Research (TMLR) | Florian Bordes Randall Balestriero Quentin Garrido Adrien Bardes Pascal Vincent | 2022/6/27 |
Imagenet-x: Understanding model mistakes with factor of variation annotations | arXiv preprint arXiv:2211.01866 | Badr Youbi Idrissi Diane Bouchacourt Randall Balestriero Ivan Evtimov Caner Hazirbas | 2022/11/3 |
Masked siamese networks for label-efficient learning | Mahmoud Assran Mathilde Caron Ishan Misra Piotr Bojanowski Florian Bordes | 2022/10/23 |
Co-Authors
