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Self Gradient Forcing: Native Long Video Extrapolation

📄 Trending Paper (29⬆️): Recent autoregressive video diffusion methods are increasingly built upon Self Forcing, where the student is trained on histories produced by its own rollout rather than ground-truth video contexts. This reduces exposure bias, but the historical key-value cache is still used by future frames only as...

Source: HuggingFace_Papers

What it does

📄 Trending Paper (29⬆️): Recent autoregressive video diffusion methods are increasingly built upon Self Forcing, where the student is trained on histories produced by its own rollout rather than ground-truth video contexts. This reduces exposure bias, but the historical key-value cache is still used by future frames only as...

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Self Gradient Forcing: Native Long Video Extrapolation | ToolAI - StudioCentOS