Tencent ARC's Future Chunk Prediction Boosts Physical Plausibility in Video Diffusion

TencentARC · hf · 2026-10-22

Nanjing University and Tencent ARC Lab introduce Future Chunk Prediction (FCP), an auxiliary objective for autoregressive video diffusion that predicts temporally separated future chunks without accessing intervening content. FCP needs no extra visual encoder, leaves inference unchanged, and achieves better physical plausibility with lower training compute. Code is open-sourced.

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