EverAnimate: Minute-Scale Human Animation via Latent Flow Restoration
EverAnimate generates long-horizon animated video by solving drift issues in chunk-based generation. It uses persistent latent context memory to maintain character identity and motion across chunks, combined with restorative flow matching to implicitly correct visual quality degradation within each segment. This method achieves superior stability and quality over very long sequences.