Delta Forcing uses latent trajectory deltas to adaptively limit unreliable teacher guidance while enforcing monotonic continuity, improving temporal consistency in interactive autoregressive video generation.
Alchemint: Fine-grained temporal control for multi-reference consistent video generation.arXiv preprint arXiv:2512.10943, 2025
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Delta Forcing: Trust Region Steering for Interactive Autoregressive Video Generation
Delta Forcing uses latent trajectory deltas to adaptively limit unreliable teacher guidance while enforcing monotonic continuity, improving temporal consistency in interactive autoregressive video generation.