Avi Schwarzschild, Andrew Gordon Wilson, Jonas Geiping, Quentin Garrido, Pierre Fernandez, Amir Bar, Hamed Pirsiavash, Yann LeCun, and Micah Goldblum R Balestriero, M Ibrahim, V Sobal, A Morcos, S Shekhar, T Goldstein, ... A cookbook of self-supervised learning 2, 2023 | 61 | 2023 |
Tico: Transformation invariance and covariance contrast for self-supervised visual representation learning J Zhu, RM Moraes, S Karakulak, V Sobol, A Canziani, Y LeCun arXiv preprint arXiv:2206.10698, 2022 | 23 | 2022 |
A cookbook of self-supervised learning. arXiv 2023 R Balestriero, M Ibrahim, V Sobal, A Morcos, S Shekhar, T Goldstein, ... arXiv preprint arXiv:2304.12210, 0 | 12 | |
Light-weight probing of unsupervised representations for reinforcement learning W Zhang, A GX-Chen, V Sobal, Y LeCun, N Carion arXiv preprint arXiv:2208.12345, 2022 | 9 | 2022 |
Joint embedding predictive architectures focus on slow features V Sobal, J SV, S Jalagam, N Carion, K Cho, Y LeCun arXiv preprint arXiv:2211.10831, 2022 | 8 | 2022 |
A Cookbook of Self-Supervised Learning,(2023) R Balestriero, M Ibrahim, V Sobal, A Morcos, S Shekhar, T Goldstein, ... arXiv preprint arXiv:2304.12210, 0 | 7 | |
Separating the world and ego models for self-driving V Sobal, A Canziani, N Carion, K Cho, Y LeCun arXiv preprint arXiv:2204.07184, 2022 | 6 | 2022 |
A Cookbook of Self-Supervised Learning. arXiv. Cornell University. April 24, 2023 R Balestriero, M Ibrahim, V Sobal, A Morcos, S Shekhar, T Goldstein, ... arXiv preprint arXiv:2304.12210, 0 | 5 | |
Gradient-based planning with world models SV Jyothir, S Jalagam, Y LeCun, V Sobal arXiv preprint arXiv:2312.17227, 2023 | 3 | 2023 |
-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs V Sobal, M Ibrahim, R Balestriero, V Cabannes, D Bouchacourt, P Astolfi, ... arXiv preprint arXiv:2407.18134, 2024 | | 2024 |
Hierarchical World Models as Visual Whole-Body Humanoid Controllers N Hansen, J SV, V Sobal, Y LeCun, X Wang, H Su arXiv preprint arXiv:2405.18418, 2024 | | 2024 |
Gradient-based Planning with World Models J SV, S Jalagam, Y LeCun, V Sobal arXiv preprint arXiv:2312.17227, 2023 | | 2023 |
Gradient-based Planning with World Models S Jalagam, Y LeCun, V Sobal arXiv e-prints, arXiv: 2312.17227, 2023 | | 2023 |