Deep Forcing: Training-Free Long Video Generation with Deep Sink and Participative Compression Paper • 2512.05081 • Published Dec 4, 2025 • 31
Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation Paper • 2512.04678 • Published Dec 4, 2025 • 42
What about gravity in video generation? Post-Training Newton's Laws with Verifiable Rewards Paper • 2512.00425 • Published Nov 29, 2025 • 51
Flash-DMD: Towards High-Fidelity Few-Step Image Generation with Efficient Distillation and Joint Reinforcement Learning Paper • 2511.20549 • Published Nov 25, 2025 • 27
Flow Straighter and Faster: Efficient One-Step Generative Modeling via MeanFlow on Rectified Trajectories Paper • 2511.23342 • Published Nov 28, 2025 • 15
VideoSSM: Autoregressive Long Video Generation with Hybrid State-Space Memory Paper • 2512.04519 • Published Dec 4, 2025 • 6
MemFlow: Flowing Adaptive Memory for Consistent and Efficient Long Video Narratives Paper • 2512.14699 • Published Dec 16, 2025 • 28
WorldPlay: Towards Long-Term Geometric Consistency for Real-Time Interactive World Modeling Paper • 2512.14614 • Published Dec 16, 2025 • 71
VideoAR: Autoregressive Video Generation via Next-Frame & Scale Prediction Paper • 2601.05966 • Published Jan 9 • 23