Joint Embedding Predictive Architectures Focus on Slow Features. - Vlad Sobal; Jyothir S. V; Siddhartha Jalagam; Nicolas Carion; Kyunghyun Cho; Yann LeCun (CoRR, 2022)

KEYword based Sampling (KEYS) for Large Language Models. - Jyothir S. V; Zuhaib Akhtar (CoRR, 2023)

Gradient-based Planning with World Models. - Jyothir S. V; Siddhartha Jalagam; Yann LeCun; Vlad Sobal (CoRR, 2023)

Hierarchical World Models as Visual Whole-Body Humanoid Controllers. - Nicklas Hansen 001; Jyothir S. V; Vlad Sobal; Yann LeCun; Xiaolong Wang 004; Hao Su 001 (ICLR, 2025)

Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted Phenomenon. - USVSN Sai Prashanth; Alvin Deng; Kyle O'Brien; Jyothir S. V; Mohammad Aflah Khan; Jaydeep Borkar; Christopher A. Choquette-Choo; Jacob Ray Fuehne; Stella Biderman; Tracy Ke; Katherine Lee; Naomi Saphra (ICLR, 2025)