Adrien Bardes
Adrien Bardes
Inria / FAIR
Verified email at - Homepage
Cited by
Cited by
Vicreg: Variance-invariance-covariance regularization for self-supervised learning
A Bardes, J Ponce, Y LeCun
International Conference on Learning Representations (ICLR), 2021
A cookbook of self-supervised learning
R Balestriero, M Ibrahim, V Sobal, A Morcos, S Shekhar, T Goldstein, ...
International Conference on Machine Learning (ICML Tutorials), 2023
VICRegL: Self-Supervised Learning of Local Visual Features
A Bardes, J Ponce, Y LeCun
Neural Information Processing Systems (NeurIPS), 2022
On the duality between contrastive and non-contrastive self-supervised learning
Q Garrido, Y Chen, A Bardes, L Najman, Y Lecun
International Conference on Learning Representations (ICLR), 2022
Guillotine Regularization: Why removing layers is needed to improve generalization in Self-Supervised Learning
F Bordes, R Balestriero, Q Garrido, A Bardes, P Vincent
Transactions on Machine Learning Research (TMLR), 2023
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks
M Goldblum, H Souri, R Ni, M Shu, V Prabhu, G Somepalli, ...
Neural Information Processing Systems (NeurIPS), 2023
Mc-jepa: A joint-embedding predictive architecture for self-supervised learning of motion and content features
A Bardes, J Ponce, Y LeCun
arXiv preprint arXiv:2307.12698, 2023
Revisiting feature prediction for learning visual representations from video
A Bardes, Q Garrido, J Ponce, X Chen, M Rabbat, Y LeCun, M Assran, ...
arXiv preprint arXiv:2404.08471, 2024
Bag of Image Patch Embedding Behind the Success of Self-Supervised Learning
Y Chen, A Bardes, Z Li, Y LeCun
Transactions on Machine Learning Research (TMLR), 2022
Learning To Hallucinate Examples From Extrinsic and Intrinsic Supervision
L Gui, A Bardes, R Salakhutdinov, A Hauptmann, M Hebert, YX Wang
International Conference on Computer Vision (ICCV), 2021
No Free Lunch in Self Supervised Representation Learning
I Bendidi, A Bardes, E Cohen, A Lamiable, G Bollot, A Genovesio
Self-Supervised Learning (NeurIPS Workshop), 2023
Learning and leveraging world models in visual representation learning
Q Garrido, M Assran, N Ballas, A Bardes, L Najman, Y LeCun
arXiv preprint arXiv:2403.00504, 2024
An introduction to vision-language modeling
F Bordes, RY Pang, A Ajay, AC Li, A Bardes, S Petryk, O Maņas, Z Lin, ...
arXiv preprint arXiv:2405.17247, 2024
Progressive Knowledge Distillation For Generative Modeling
A Bardes, YX Wang, R Salakhutdinov, M Hebert
Learning with Rich Experience (NeurIPS workshop), 2019
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