Vlad Sobal - RankMe

11 papers A* 2Journal 9

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Hierarchical World Models as Visual Whole-Body Humanoid Controllers. ICLR Nicklas Hansen, Jyothir S. V, Vlad Sobal, Yann LeCun, Xiaolong Wang, Hao Su
2025	J	`jnl`	Learning from Reward-Free Offline Data: A Case for Planning with Latent Dynamics Models. CoRR Vlad Sobal, Wancong Zhang, Kynghyun Cho, Randall Balestriero, Tim G. J. Rudner, Yann LeCun
2025	A*	`conf`	X-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs. ICLR Vlad Sobal, Mark Ibrahim, Randall Balestriero, Vivien Cabannes, Diane Bouchacourt, Pietro Astolfi, Kyunghyun Cho, Yann LeCun
2024	J	`jnl`	Hierarchical World Models as Visual Whole-Body Humanoid Controllers. CoRR Nicklas Hansen, Jyothir S. V, Vlad Sobal, Yann LeCun, Xiaolong Wang, Hao Su
2024	J	`jnl`	Light-weight Probing of Unsupervised Representations for Reinforcement Learning. RLJ Wancong Zhang, Anthony GX-Chen, Vlad Sobal, Yann LeCun, Nicolas Carion
2024	J	`jnl`	𝕏-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs. CoRR Vlad Sobal, Mark Ibrahim, Randall Balestriero, Vivien Cabannes, Diane Bouchacourt, Pietro Astolfi, Kyunghyun Cho, Yann LeCun
2023	J	`jnl`	A Cookbook of Self-Supervised Learning. CoRR Randall Balestriero, Mark Ibrahim, Vlad Sobal, Ari Morcos, Shashank Shekhar, Tom Goldstein, Florian Bordes, Adrien Bardes, Grégoire Mialon, Yuandong Tian, Avi Schwarzschild, Andrew Gordon Wilson, Jonas Geiping, Quentin Garrido, Pierre Fernandez, Amir Bar, Hamed Pirsiavash, Yann LeCun, Micah Goldblum
2023	J	`jnl`	Gradient-based Planning with World Models. CoRR Jyothir S. V, Siddhartha Jalagam, Yann LeCun, Vlad Sobal
2022	J	`jnl`	Joint Embedding Predictive Architectures Focus on Slow Features. CoRR Vlad Sobal, Jyothir S. V, Siddhartha Jalagam, Nicolas Carion, Kyunghyun Cho, Yann LeCun
2022	J	`jnl`	Light-weight probing of unsupervised representations for Reinforcement Learning. CoRR Wancong Zhang, Anthony GX-Chen, Vlad Sobal, Yann LeCun, Nicolas Carion
2022	J	`jnl`	Separating the World and Ego Models for Self-Driving. CoRR Vlad Sobal, Alfredo Canziani, Nicolas Carion, Kyunghyun Cho, Yann LeCun