Deep Forcing: Training-Free Long Video Generation with Deep Sink and Participative Compression
Paper
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2512.05081
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Published
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31
AR Video Generation
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Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation
Paper • 2512.04678 • Published • 42 -
What about gravity in video generation? Post-Training Newton's Laws with Verifiable Rewards
Paper • 2512.00425 • Published • 51 -
Flash-DMD: Towards High-Fidelity Few-Step Image Generation with Efficient Distillation and Joint Reinforcement Learning
Paper • 2511.20549 • Published • 27 -
Flow Straighter and Faster: Efficient One-Step Generative Modeling via MeanFlow on Rectified Trajectories
Paper • 2511.23342 • Published • 15 -
VideoSSM: Autoregressive Long Video Generation with Hybrid State-Space Memory
Paper • 2512.04519 • Published • 6 -
MemFlow: Flowing Adaptive Memory for Consistent and Efficient Long Video Narratives
Paper • 2512.14699 • Published • 28 -
WorldPlay: Towards Long-Term Geometric Consistency for Real-Time Interactive World Modeling
Paper • 2512.14614 • Published • 71 -
VideoAR: Autoregressive Video Generation via Next-Frame & Scale Prediction
Paper • 2601.05966 • Published • 23