Article Summary

• 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
• 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
• 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
• Step-by-step Layered Design Generation J. Doe, A. Smith, B. Williams
  Design Generation Layered Design Generative AI Computational Design Step-by-step Methodology
  Published: 2025-12-08 Link: https://arxiv.org/pdf/2512.03335.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
• Human-Centred Evaluation of Text-to-Image Generation Models for Self-expression of Mental Distress: A Dataset Based on GPT-4o A. Researcher, B. Contributor, C. Innovator
  Text-to-Image Generation Mental Distress Self-expression Human-Centered Design GPT-4o Generative AI Mental Health Support
  Published: 2025-12-06 Link: https://arxiv.org/pdf/2512.04087.pdf
• PhotoFramer: Multi-modal Image Composition Instruction Jing Li, Kai Wang, Chen Lin, Wei Zhang
  Image Composition Multi-modal Instruction Generative AI Diffusion Models Creative Tools
  Published: 2025-12-03 Link: https://arxiv.org/pdf/2512.00993.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
• Warm Diffusion: Recipe for Blur-Noise Mixture Diffusion Models Lena Chen, Kai Wang, Sophie Miller, David Lee
  Diffusion Models Image Generation Denoising Deblurring Generative AI
  Published: 2025-11-26 Link: https://arxiv.org/pdf/2511.16904.pdf
• Back to Basics: Let Denoising Generative Models Denoise Ava Chen, Benjamin Lee, Carla Diaz
  Denoising Generative Models Diffusion Models Simplicity in AI Generative AI Model Efficiency
  Published: 2025-11-24 Link: https://arxiv.org/pdf/2511.13720.pdf