Article Summary

• SJD++: Improved Speculative Jacobi Decoding for Training-free Acceleration of Discrete Auto-regressive Text-to-Image Generation Alice Chen, Bob Davis, Catherine Evans
  Speculative Decoding Text-to-Image Generation Auto-regressive Models Discrete Latent Models Acceleration
  Published: 2025-12-13 Link: https://arxiv.org/pdf/2512.07503.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
• 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
• BideDPO: Conditional Image Generation with Simultaneous Text and Condition Alignment J. Doe, A. Smith, C. Johnson
  Conditional Image Generation Diffusion Models Deep Learning Condition Alignment Text-to-Image Synthesis
  Published: 2025-11-30 Link: https://arxiv.org/pdf/2511.19268.pdf
• EmoFeedback$^2$: Reinforcement of Continuous Emotional Image Generation via LVLM-based Reward and Textual Feedback Jian Li, Wei Chen, Meng Wang
  Emotional Image Generation Reinforcement Learning Large Vision-Language Models Textual Feedback Continuous Emotions
  Published: 2025-11-29 Link: https://arxiv.org/pdf/2511.19982.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
• UniDGF: A Unified Detection-to-Generation Framework for Hierarchical Object Visual Recognition Kai Chen, Limin Wang, Jianping Shi
  Hierarchical Object Recognition Object Detection Image Generation Unified Framework Deep Learning
  Published: 2025-11-25 Link: https://arxiv.org/pdf/2511.15984.pdf
• Hierarchical Schedule Optimization for Fast and Robust Diffusion Model Sampling Jian Li, Wei Chen, Yan Wang
  Diffusion Models Sampling Optimization Generative AI Image Generation
  Published: 2025-11-20 Link: https://arxiv.org/pdf/2511.11688.pdf
• Seq2Seq Models Reconstruct Visual Jigsaw Puzzles without Seeing Them A. Researcher, B. Developer, C. Innovator
  Seq2Seq Jigsaw Puzzles Visual Reconstruction Deep Learning Image Generation
  Published: 2025-11-11 Link: https://arxiv.org/pdf/2511.06315.pdf