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ENTITY Pixel Decodability Is Not a Compression Signal: Causally Evaluating Importance Proxies for Visual KV-Cache Eviction

Pixel Decodability Is Not a Compression Signal: Causally Evaluating Importance Proxies for Visual KV-Cache Eviction

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    Visual KV-cache retention is task-inert, new paper finds

    A new research paper challenges the assumption that visual key-value (KV) caches in vision-language models retain task-relevant information. The study found that the amount of visual content retained in the KV cache is …