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cs.LG2026
Text-Conditional JEPA for Learning Semantically Rich Visual Representations
Chen Huang, Xianhang Li, Vimal Thilak +2
Image-based Joint-Embedding Predictive Architecture (I-JEPA) offers a promising approach to visual self-supervised learning through masked feature prediction. However with the inhe…
cs.LG2026
Path-Constrained Mixture-of-Experts
Zijin Gu, Tatiana Likhomanenko, Vimal Thilak +2
Sparse Mixture-of-Experts (MoE) architectures route each token through a subset of experts at each layer independently. We propose viewing MoE computation through the lens of \emph…