Diffusion Model Guidance

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28 papers in the last four weeks, up 75% on the four weeks before. 0.3% of all new papers.

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  1. How to Guide Your Language Flow

    Sep 16, 2026Rohit Dilip, Tianrong Chen, Yuyang Wang +3Flow MatchingDiffusion Model Guidance

    Apple · Caltech

  2. MDN-Control: Mask-Depth-Noise Guided Region Control for Multi-Subject Video Editing

    Sep 15, 2026Jiayi Yu, Xi Ye, Lina Wang +1Diffusion Model GuidanceVideo Diffusion Models

    School of Cyber Science and Engineering, Wuhan University

  3. Guided Super-Resolution of Digital Elevation Models with Diffusion-Based Image Generators

    Sep 11, 2026Armand Mihai Nicolicioiu, Dominik Narnhofer, Nando Metzger +3Diffusion Model GuidanceImage Super-Resolution

    Photogrammetry and Remote Sensing, ETH Zürich, Zürich, Switzerland · Remote Sensing Technology Institute, German Aerospace Center (DLR), Wessling, Germany

  4. Steering Diffusion Priors with Sparse Observations for High-Resolution Temperature Downscaling

    Sep 8, 2026Anirudh Avireddy, Manmeet Singh, Shivanshi Singh +4Diffusion Model GuidanceClimate Modeling

    Shiv Nadar University, India · Western Kentucky University, USA · Ashoka University, India

  5. PocketVE: Stable and Property-Guided Structure-Based Drug Design with Variance-Exploding Diffusion

    Sep 8, 2026Peining Zhang, Jinbo BiDiffusion Model GuidanceStructure-Based Drug Design

    University of Connecticut Storrs, Connecticut 06269, USA

  6. Conditioning Degenerate Diffusion Models

    Sep 3, 2026Uğur Aydın, Tamer BaşarDiffusion Model GuidanceStochastic Optimal Control

    Department of Electrical and Computer Engineering and Coordinated Science Laboratory University of Illinois Urbana Champaign Illinois, IL 61801, USA

  7. DSAQuant: Denoising-Stage-Aligned Quantization-Aware Training for Video Generation

    Sep 3, 2026Shuaiting Li, Zelin Gao, Haibin Shen +3Diffusion Model GuidanceVideo Diffusion Models

    1Robbyant · 2ZJU · 4HKUST +1

  8. EPIC: Explicit Posterior Item Conditioning for Semantic ID Diffusion Recommendation

    Sep 3, 2026Tuan-Binh Tran, Thanh Tam Nguyen, Quoc Viet Hung Nguyen +3Semantic ID RecommendationSequential Recommendation

    College of Engineering and Computer Science VinUniversity Hanoi, Vietnam · School of Information and Communication Technology Griffith University Gold Coast, Queensland, Australia · Department of Computer Science Aalborg University Copenhagen, Denmark

  9. DynG-Diff: A State-Aware Dynamic Guidance Diffusion Framework for Probabilistic Time Series Forecasting

    Sep 2, 2026Zhente Zhang, Zhengwei Ni, Wei FanMultivariate Time Series ForecastingDiffusion Model Guidance

    School of Information and Electronic Engineering (Sussex Artificial Intelligence Institute), Zhejiang Gongshang University, Hangzhou, Zhejiang, China · School of Computer Science, University of Auckland, Auckland, New Zealand

  10. Training-Free Inpainting Across Domains with a Frozen Text-to-Image Diffusion Model

    Sep 1, 2026Zhenhuan Wang, Fengyi YuanDiffusion Model GuidanceCross-Domain Generalization

    School of Data Science, The Chinese University of Hong Kong, Shenzhen · School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen

  11. NoisEasier: Test-Time Noise Optimization for Text-to-Video Generation

    Aug 31, 2026Yujiang Pu, Yu KongDiffusion Model GuidanceVideo Diffusion Models

    Michigan State University, East Lansing, MI 48824, USA

  12. Off-Manifold Refinement: Guiding Video Generators with a Frozen World Model

    Aug 30, 2026Hai Nguyen-Truong, Tuan-Anh Vu, Dang HuynhPhysics-Informed Generative ModelingPhysical Consistency in Video Generation

    Fulbright University Vietnam · University of California, Los Angeles

  13. DReSG: Diffusion Residuals for Stylized Gaussian Splatting

    Aug 29, 2026Zhongliang Liu, Wenjie Liu, Yang LiMulti-View Consistency3D Gaussian Splatting

    School of Software Engineering, East China Normal University, Shanghai, China · School of Computer Science and Technology, East China Normal University, Shanghai, China · School of Intelligent Interaction, East China Normal University, Shanghai, China

  14. VGAS: Variance-Reduced Guidance and Adaptive Selection for Training-Free Reward Alignment in Discrete Diffusion

    Aug 27, 2026Kwanyoung KimDiffusion Model AlignmentDiffusion Model Guidance

    Department of AI, GIST

  15. SketchSense: Learning to Interpret Imperfect Sketch Guidance for Image Inpainting

    Aug 13, 2026Zian YangDiffusion Models for Image RestorationDiffusion Model Guidance

    Fudan University

  16. PixSDS: Why Latent SDS Makes Noisy Pixels

    Aug 13, 2026Vsevolod SkorokhodovDiffusion Model GuidanceLatent Diffusion Models

    EPFL, Lausanne, Switzerland

  17. Through Van Gogh's Eyes: Global Style Transfer with Diffusion Model

    Aug 12, 2026Jeongha Lee, Yujin Kim, Ghazanfar Ali +2Diffusion Model GuidanceImage Style Transfer

    Korea Institute of Science and Technology · University of Science and Technology · Korea University +2

  18. Diffusion-Based Data-Driven Assortment Optimization

    Aug 11, 2026Junyi Liao, Xiaohui Jiang, Zhengwei Tong +2Diffusion Model GuidanceCombinatorial Optimization

    Department of Electrical and Computer Engineering, Duke University · Department of Biostatistics and Bioinformatics, Duke University · Department of Computer Science, Duke University

  19. Imaginative Generative AI: Crossing the Entropy Wall into Worlds Beyond Imitation

    Aug 10, 2026Farzan Farnia, Hossein Goli, Amin GohariConstrained Generative ModelingDiffusion Model Guidance

    Department of Computer Science and Engineering, The Chinese University of Hong Kong · Department of Information Engineering, The Chinese University of Hong Kong

  20. In-Loop Model Adaptation with Coupled Latent-Noise Guidance for High-Fidelity Subject-Driven Text-to-Image Generation

    Aug 10, 2026Yushun Tang, Weiming Chen, Siyi Liu +3Diffusion Model GuidanceSubject-Driven Image Generation

    Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen 518055, China · School of Information Science and Technology, University of Science and Technology of China, Hefei 230027, China · Pengcheng Lab, Shenzhen 518066, China

  21. When Latents Forget Pixels: Restoring Fidelity in Diffusion Transformer Super-Resolution

    Aug 10, 2026Yu Shi, Yuyao Zhang, Yu-wing TaiDiffusion Model GuidanceDiffusion Transformer

    Dartmouth College

  22. Local Epistemic Uncertainty Guided Active Sampling for Plug-and-play Diffusive Image Restoration

    Aug 7, 2026Jiaqi Zhang, Zheng Pang, Rongrong Gao +2Diffusion Models for Image RestorationDiffusion Model Guidance

    Jiangsu University Zhenjiang, China · Xi’an University of Technology Xi’an, China

  23. WaveFreqAnchor: Wave-Structural Anchoring and Frequency Correction Diffusion for Training-Free Face Restoration

    Aug 7, 2026Zelin Du, Wenjie Li, Zhengxue Wang +3Diffusion Models for Image RestorationDiffusion Model Guidance

    Nanjing University of Posts and Telecommunications · Beijing University of Posts and Telecommunications · Nanjing University of Science and Technology +1

  24. Diff-VF: Training-free High-quality Long Video Generation via Diffusion Model

    Aug 6, 2026Haoning Yang, Xinyuan Chen, Yaohui Wang +1Diffusion Model GuidanceVideo Diffusion Models

    Shanghai Jiao Tong University, Shanghai, China · Shanghai Artificial Intelligence Laboratory, Shanghai, China

  25. When Diffusion Models Forget Who You Are: Identity Preservation in Face Inpainting under Large Occlusions

    Aug 5, 2026Feng Ding, Shuhuai Xie, Yue Zhou +3Diffusion Model GuidanceImage Inpainting

    Nanchang University · Shenzhen University · Huizhong University +1

  26. Latent Reward Registers for Diffusion Preference Alignment

    Aug 4, 2026Yuanshen Guan, Zipeng Feng, Chengru Song +2Diffusion Model AlignmentDiffusion Model Guidance

    1Kling Team · University of Science and Technology of China

  27. Self-Supervised Representation-Guided Generative Dataset Distillation

    Aug 4, 2026Mingzhuo Li, Guang Li, Linfeng Ye +4Diffusion Model GuidanceDataset Distillation

    Hokkaido University, Japan · University of Toronto, Canada · University of Tokyo, Japan

  28. A Frozen Pixel-Space Diffusion Model Can Guide Itself with Its Own Samples

    Jul 31, 2026Zixuan Fu, Chong Wang, Lanqing Guo +3Diffusion Model GuidanceDiffusion Model Sampling

    Nanyang Technological University

  29. TPD: Temporal Prior Decoupling for Text-to-Video Diffusion Models

    Jul 29, 2026Taewon Kang, Matthias ZwickerDiffusion Model GuidanceVideo Diffusion Models

    University of Maryland at College Park, United States

  30. Anchoring and Steering Diffusion: Enhancing the Faithfulness of Text-to-Image Generation at Inference Time

    Jul 29, 2026Xinyi Wang, Yuyang Huang, Yalin Su +4Diffusion Model GuidanceText-Image Alignment

    Shanghai Jiao Tong University, Shanghai, China