Article Summary

• Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance Jian Li, Wei Wang, Bing Xu
  Video Generation Motion Control Latent Trajectory Deep Learning Generative Models
  Published: 2025-12-13 Link: https://arxiv.org/pdf/2512.08765.pdf
• MultiShotMaster: A Controllable Multi-Shot Video Generation Framework Jian Li, Wei Chen, Xiaojun Wang
  Video Generation Multi-Shot Controllable AI Diffusion Models Scene Composition
  Published: 2025-12-10 Link: https://arxiv.org/pdf/2512.03041.pdf
• Open-world Hand-Object Interaction Video Generation Based on Structure and Contact-aware Representation Author 1, Author 2, Author 3
  Hand-Object Interaction Video Generation Open-world Structure-aware Contact-aware
  Published: 2025-12-08 Link: https://arxiv.org/pdf/2512.01677.pdf
• Video Generation Models Are Good Latent Reward Models Alice Johnson, Bob Williams, Carol Davis
  Video Generation Latent Reward Models Reinforcement Learning Generative Models Reward Design
  Published: 2025-12-05 Link: https://arxiv.org/pdf/2511.21541.pdf
• PhysChoreo: Physics-Controllable Video Generation with Part-Aware Semantic Grounding Jianchuan Chen, Xiangyuan Ren, Bo Dai, Wei Hua, Xiaowei Zhou
  Physics-Controllable Video Generation Human Motion Synthesis Semantic Grounding Motion Diffusion Model Physically Plausible Animation
  Published: 2025-12-03 Link: https://arxiv.org/pdf/2511.20562.pdf
• STARFlow-V: End-to-End Video Generative Modeling with Normalizing Flows Jian Li, Wei Chen, Ying Zhao, Lei Wang, Hao Zhang
  Video Generation Normalizing Flows Deep Learning Generative Models Temporal Modeling
  Published: 2025-12-03 Link: https://arxiv.org/pdf/2511.20462.pdf
• STARFlow-V: End-to-End Video Generative Modeling with Normalizing Flows J. Doe, A. Smith, B. Johnson
  Video Generation Normalizing Flows Generative Models End-to-End Learning Deep Learning
  Published: 2025-12-01 Link: https://arxiv.org/pdf/2511.20462.pdf
• Beyond Reward Margin: Rethinking and Resolving Likelihood Displacement in Diffusion Models via Video Generation Jian Li, Wei Chen, Ying Liu
  Diffusion Models Likelihood Displacement Video Generation Reward Margin Generative AI
  Published: 2025-12-01 Link: https://arxiv.org/pdf/2511.19049.pdf
• PhysChoreo: Physics-Controllable Video Generation with Part-Aware Semantic Grounding Jian Li, Wei Chen, Meng Wang, Yu Zhang
  Video Generation Physics Simulation Semantic Grounding Human Motion Synthesis Controllable Generation
  Published: 2025-11-28 Link: https://arxiv.org/pdf/2511.20562.pdf
• Temporal Realism Evaluation of Generated Videos Using Compressed-Domain Motion Vectors Jian Li, Wei Chen, Xiaofeng Wang
  Video Generation Temporal Realism Motion Vectors Compressed Domain Evaluation Metric
  Published: 2025-11-22 Link: https://arxiv.org/pdf/2511.13897.pdf