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cs.CV2026
Query Independent Variable Rate Visual Token Coding
Hongbo Zhang, Zihao Yang, Liuyang Song +4
Visual-token compression for vision--language models is posed almost entirely as a selection problem: decide which tokens to keep and discard the rest. The criteria that work best…
cs.CV2026
BindCLIP: One Balanced Coupling For Compositional Vision Language Scoring
Liuyang Song, Yi Zhang, Zhongyi Deng +2
Global vision--language similarities compress an image and a caption into one vector, preserving semantics but not which word corresponds to which region or how those regions are a…