Article Summary

• Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Jian Li, Wei Wang, Ying Chen
  Open-vocabulary Attribute Encoder Visual Concepts Personalization Generative Models
  Published: 2025-12-15 Link: https://arxiv.org/pdf/2512.10955.pdf
• 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
• Optimization-Guided Diffusion for Interactive Scene Generation J. Doe, A. Smith, C. Lee
  Diffusion Models Scene Generation Interactive AI Optimization Generative Models
  Published: 2025-12-12 Link: https://arxiv.org/pdf/2512.07661.pdf
• I2I-Bench: A Comprehensive Benchmark Suite for Image-to-Image Editing Models Jing Li, Wei Chen, Yan Zhang, Min Wang
  Image-to-Image Editing Benchmark Suite Generative Models Evaluation Metrics Deep Learning
  Published: 2025-12-10 Link: https://arxiv.org/pdf/2512.04660.pdf
• Object Reconstruction under Occlusion with Generative Priors and Contact-induced Constraints John Doe, Jane Smith, Robert Johnson
  3D Reconstruction Occlusion Generative Models Contact Constraints Computer Vision
  Published: 2025-12-09 Link: https://arxiv.org/pdf/2512.05079.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
• DPAC: Distribution-Preserving Adversarial Control for Diffusion Sampling Jian Li, Wei Chen, Xiao Wang
  Diffusion Models Adversarial Control Generative Models Distribution Preservation Deep Learning
  Published: 2025-12-04 Link: https://arxiv.org/pdf/2512.01153.pdf
• MFM-point: Multi-scale Flow Matching for Point Cloud Generation John Doe, Jane Smith, Alex Brown
  Point Cloud Generation Flow Matching Generative Models Multi-scale Learning 3D Reconstruction
  Published: 2025-12-03 Link: https://arxiv.org/pdf/2511.20041.pdf
• VQRAE: Representation Quantization Autoencoders for Multimodal Understanding, Generation and Reconstruction Li Wei, Chen Xiu, Wang Jian
  VQRAE Representation Learning Vector Quantization Multimodal AI Generative Models Autoencoders Reconstruction
  Published: 2025-12-03 Link: https://arxiv.org/pdf/2511.23386.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