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Rolling Sink: Bridging Limited-Horizon Training and Open-Ended Testing in Autoregressive Video Diffusion

rolling-sink.github.io
Rolling Sink: a training-free inference-time cache policy that extends short-horizon-trained autoregressive video diffusion models to ultra-long test-time rollouts.
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