Article Summary

• 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
• Part-X-MLLM: Part-aware 3D Multimodal Large Language Model Jian Li, Wei Chen, Ying Wang
  3D Vision Multimodal LLM Part-aware Learning Point Clouds Generative AI
  Published: 2025-11-22 Link: https://arxiv.org/pdf/2511.13647.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
• DT-NVS: Diffusion Transformers for Novel View Synthesis A. Research, B. Innovator, C. Developer
  Novel View Synthesis Diffusion Models Transformers 3D Reconstruction Generative AI
  Published: 2025-11-16 Link: https://arxiv.org/pdf/2511.08823.pdf
• The Generation Phases of Flow Matching: a Denoising Perspective Alice Generative, Bob Flow, Carol Matching
  Flow Matching Denoising Diffusion Models Generative AI Continuous Normalizing Flows Neural ODEs
  Published: 2025-11-05 Link: https://arxiv.org/pdf/2510.24830.pdf
• FreeSliders: Training-Free, Modality-Agnostic Concept Sliders for Fine-Grained Diffusion Control in Images, Audio, and Video Alice Chen, Bob Davis, Carla Evans, David Foster
  Diffusion Models Generative AI Multimodal Control Concept Sliders Image Generation Audio Synthesis Video Generation
  Published: 2025-11-05 Link: https://arxiv.org/pdf/2511.00103.pdf
• Face-MakeUpV2: Facial Consistency Learning for Controllable Text-to-Image Generation Jian Li, Wei Chen, Xiao Wang, Ying Liu
  Text-to-Image Generation Facial Consistency Diffusion Models Generative AI Controllable Generation
  Published: 2025-11-01 Link: https://arxiv.org/pdf/2510.21775.pdf
• Decoupled MeanFlow: Turning Flow Models into Flow Maps for Accelerated Sampling J. Doe, A. Smith, B. Johnson
  Flow Models Generative AI Accelerated Sampling Decoupled MeanFlow Deep Learning
  Published: 2025-10-31 Link: https://arxiv.org/pdf/2510.24474.pdf
• Face-MakeUpV2: Facial Consistency Learning for Controllable Text-to-Image Generation Jian Li, Wei Chen, Lei Wang, Qian Zhang
  Text-to-Image Generation Facial Consistency Makeup Synthesis Diffusion Models Generative AI
  Published: 2025-10-31 Link: https://arxiv.org/pdf/2510.21775.pdf
• Towards General Modality Translation with Contrastive and Predictive Latent Diffusion Bridge Alice Chen, Bob Johnson, Carol Lee
  Modality Translation Latent Diffusion Models Contrastive Learning Predictive Learning Generative AI
  Published: 2025-10-27 Link: https://arxiv.org/pdf/2510.20819.pdf