Author

Hannah Laus

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Preprint Aug 2026

KV Cache Compression Through the Lens of Transform Coding

Attention-Aware Transform Coding is introduced, which allocates bits over a calibration set to minimize attention-aware distortion and achieves near-lossless accuracy at approximately $5.8\times compression.

Hannah Laus, C. M. Verdun, Hao Wang et al. · 1 citation