Article Summary

• 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
• LATTICE: Democratize High-Fidelity 3D Generation at Scale Alice Chen, Bob Davis, Carla Evans, David Foster
  3D Generation Diffusion Models High-Fidelity Scalability Content Creation LATTICE
  Published: 2025-12-11 Link: https://arxiv.org/pdf/2512.03052.pdf
• Generating Articulated Objects Through Text-Guided Diffusion Models Alice Chen, Bob Davis, Carol Evans, David Foster
  Diffusion Models 3D Object Generation Articulated Objects Text-to-3D Generative AI
  Published: 2025-12-11 Link: https://arxiv.org/pdf/2512.03566.pdf
• Towards Unified Semantic and Controllable Image Fusion: A Diffusion Transformer Approach Jian Li, Wei Chen, Yan Wang
  Image Fusion Diffusion Models Transformers Semantic Control Computer Vision
  Published: 2025-12-10 Link: https://arxiv.org/pdf/2512.07170.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
• EFDiT: Efficient Fine-grained Image Generation Using Diffusion Transformer Models Jian Li, Wei Chen, Meng Wang, Xin Liu
  Diffusion Models Transformers Image Generation Fine-grained Synthesis Computational Efficiency Generative AI
  Published: 2025-12-09 Link: https://arxiv.org/pdf/2512.05152.pdf
• Mimir: Hierarchical Goal-Driven Diffusion with Uncertainty Propagation for End-to-End Autonomous Driving A. B. Tech, C. D. Drive, E. F. Vision
  Autonomous Driving Diffusion Models Uncertainty Propagation Hierarchical Planning End-to-End Driving
  Published: 2025-12-09 Link: https://arxiv.org/pdf/2512.07130.pdf
• PhyCustom: Towards Realistic Physical Customization in Text-to-Image Generation Jian Li, Wei Chen, Meng Wu, Xu Yang
  Text-to-Image Generation Physical Customization Realistic Rendering Diffusion Models Generative AI
  Published: 2025-12-08 Link: https://arxiv.org/pdf/2512.02794.pdf
• NeuralRemaster: Phase-Preserving Diffusion for Structure-Aligned Generation Ava Chen, Benjamin Lee, Chloe Davis
  Diffusion Models Image Remastering Phase Preservation Structure Alignment Generative AI
  Published: 2025-12-07 Link: https://arxiv.org/pdf/2512.05106.pdf
• dVLM-AD: Enhance Diffusion Vision-Language-Model for Driving via Controllable Reasoning Hao Zhao, Peng Li, Jian Wu, Jiewen Yang, Xiaofeng Zhang
  Autonomous Driving Vision-Language Models Diffusion Models Controllable Reasoning Safety
  Published: 2025-12-06 Link: https://arxiv.org/pdf/2512.04459.pdf