Quantized Keys Steal Attention: Bias Correction for KV-Cache Compression in Video Diffusion

Tuna Tuncer, Felix Becker, Thomas Pfeil

Chunk-wise autoregressive video diffusion models rely on a KV cache of previously generated chunks to avoid redundant computation, but this cache quickly becomes a memory bottlenec…