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Zhen Zhu

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Preprint Jul 2026

ReToken: One Token to Improve Vision-Language Models for Visual Retrieval

ReToken is a single learnable embedding trained as an explicit retrieval target that selects a sparse set of query-relevant visual tokens from a pre-filled visual KV cache that yields consistent gains across image and video benchmarks.

Yao Xiao, Reuben Tan, Zhen Zhu et al. · 0 citations