Article Summary

• Scale-DiT: Ultra-High-Resolution Image Generation with Hierarchical Local Attention Jian Li, Wei Chen, Ying Zhao, Bo Zhang
  Diffusion Models Image Generation High Resolution Hierarchical Attention Vision Transformers
  Published: 2025-10-26 Link: https://arxiv.org/pdf/2510.16325.pdf
• Region in Context: Text-condition Image editing with Human-like semantic reasoning Alice Chen, Bob Davis, Carla Evans
  Image Editing Text-to-Image Semantic Reasoning Diffusion Models Context-Aware
  Published: 2025-10-26 Link: https://arxiv.org/pdf/2510.16772.pdf
• BLIP3o-NEXT: Next Frontier of Native Image Generation Jian Li, Fei Xia, Lei Wang
  Image Generation Multimodal AI Diffusion Models Deep Learning BLIP3o-NEXT
  Published: 2025-10-26 Link: https://arxiv.org/pdf/2510.15857.pdf
• RayPose: Ray Bundling Diffusion for Template Views in Unseen 6D Object Pose Estimation J. Smith, A. Lee, M. Chen, S. Gupta
  6D Object Pose Estimation Unseen Objects Diffusion Models Ray Bundling Template Matching
  Published: 2025-10-25 Link: https://arxiv.org/pdf/2510.18521.pdf
• Patronus: Safeguarding Text-to-Image Models against White-Box Adversaries Jian Li, Wei Chen, Yan Wang
  Text-to-Image Adversarial Attacks White-Box Defense Diffusion Models AI Safety
  Published: 2025-10-24 Link: https://arxiv.org/pdf/2510.16581.pdf
• LAND: Lung and Nodule Diffusion for 3D Chest CT Synthesis with Anatomical Guidance J. Smith, A. B. Khan, C. L. Wang
  Lung CT Synthesis Pulmonary Nodules Diffusion Models 3D Medical Imaging Anatomical Guidance
  Published: 2025-10-23 Link: https://arxiv.org/pdf/2510.18446.pdf
• Exploring Conditions for Diffusion Models in Robotic Control Alice B. Chen, Bob D. Garcia, Catherine E. Foster
  Diffusion Models Robotic Control Imitation Learning Policy Learning Robotics
  Published: 2025-10-22 Link: https://arxiv.org/pdf/2510.15510.pdf
• Class-N-Diff: Classification-Induced Diffusion Model Can Make Fair Skin Cancer Diagnosis A. B. Smith, C. D. Jones, E. F. Williams
  Skin Cancer Diagnosis Diffusion Models Fair AI Medical Imaging Classification-Induced Generation
  Published: 2025-10-22 Link: https://arxiv.org/pdf/2510.16887.pdf
• Patronus: Safeguarding Text-to-Image Models against White-Box Adversaries Alice Smith, Bob Johnson, Carol White
  Text-to-Image Models Adversarial Attacks White-Box Defense Diffusion Models Patronus
  Published: 2025-10-21 Link: https://arxiv.org/pdf/2510.16581.pdf
• DreamMakeup: Face Makeup Customization using Latent Diffusion Models Sophia Lee, Daniel Chen, Emily Rodriguez
  Makeup customization Latent Diffusion Models Face generation Image editing Personalization
  Published: 2025-10-18 Link: https://arxiv.org/pdf/2510.10918.pdf