Focused Forcing: Content-Aware Per-Frame KV Selection for Efficient Autoregressive Video Diffusion.

arXiv:2605.18346v2 Announce Type: replace-cross Abstract: Recent advances in autoregressive video diffusion have enabled sequential and streaming video generation. However, long-horizon generation requires increasingly large KV caches, making efficient compres