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HeatKV: Head-tuned KV-cache Compression for Visual Autoregressive Modeling
HeatKV ranks VAR attention heads by cross-scale attention to build static pruning schedules, doubling KV-cache compression versus prior methods while preserving image quality on Infinity-2B.
Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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AI panel: 7 of 20 reviewers recommend it
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