Future Forcing: Future-aware Training-free KV Cache Policy for Autoregressive Video Generation 事件

Future Forcing: Future-aware Training-free KV Cache Policy for Autoregressive Video Generation arXiv:2605.30083v1 Announce Type: new Abstract: Autoregressive (AR) video generation has emerged as a promising paradigm for long-horizon video synthesis, where each frame is generated conditioned on previously generated tokens. To accelerate inference, the KV cache is used to avoid redundant recomputation across generation steps. Nevertheless, its growth with generation length introduces increasing m