FrameFold: Response-Guided KV Cache Consolidation for Autoregressive Long Video Generation

Muyu Liu, Mingming Liu, Hong Gu +2

In autoregressive video generation, retaining all historical key-value (KV) states increases memory usage and per-step attention costs as videos grow longer. A fixed cache budget b…