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. LumaGuide: Distribution Shaping for Training-Free HDR Generation in Diffusion Models

    Jul 28, 2026Bowen Chen, Shreshth Saini, Balu Adsumilli +1Diffusion Model GuidanceImage Generation

    The University of Texas at Austin · Google/YouTube · University of Colorado Boulder

  2. Rethinking Classifier-Free Guidance in On-Policy Diffusion Distillation

    Jul 27, 2026Bingnan Li, Haozhe Wang, Haozhong Xiong +5Diffusion Model GuidanceClassifier-Free Guidance

    Qwen Business Unit of Alibaba

  3. Learning Sampling Parameters for Diffusion Models

    Jul 26, 2026Arisrei Lim, Yossi GandelsmanDiffusion Model GuidanceDiffusion Model Sampling

    Reve

  4. PriSAR: 3D Geometric-Prior-Guided Diffusion for Parameter-Controlled SAR Image Generation

    Jul 25, 2026Fan Zhang, Xuanting Wu, Fei Ma +2Diffusion Model GuidanceDiffusion-Based Image Generation

    College of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China · 2Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100190, China

  5. Spectral Prior for Reducing Exposure Bias in Diffusion Models

    Jul 24, 2026Yuya Kobayashi, Masato Ishii, Yuhta Takida +2Diffusion Model GuidanceDiffusion Sampling

    Sony AI · Sony Group Corporation

  6. Signed Rectified Flow: Negativity-Controlled Generation

    Jul 20, 2026Runlong Liao, Baiyu Su, Lizhang Chen +1Constrained Generative ModelingDiffusion Model Guidance

    UT Austin

  7. UniNDM: A Unified Noise-driven Detection and Mitigation Framework Against Sexual Content in Text-to-Image Generation

    Jul 18, 2026Yao Huang, Yitong Sun, Huanran Chen +8Diffusion Model GuidanceT2I Generation

    Institute of Artificial Intelligence, State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing 100191, China · School of Cyber Science and Technology, Shenzhen Campus of Sun Yat-Sen University, Shenzhen 518107, China

  8. Test-Time Noise Guided Adaptation for Realistic Autoregressive Video Generation

    Jul 17, 2026Dimitrios Karageorgiou, Symeon Papadopoulos, Ioannis Kompatsiaris +1Diffusion Model GuidanceVideo Diffusion Models

    Information Technologies Institute, CERTH, Thessaloniki, Greece · University of Amsterdam, Amsterdam, The Netherlands

  9. Rare Concept Generation via Counterfactual Inference in Diffusion Models

    Jul 16, 2026Zhengyuan Jiang, Haipeng Liu, Meng Wang +1Diffusion Model GuidanceT2I Generation

    School of Computer Science and Information Engineering, Hefei University of Technology Hefei, China

  10. Advanced Image Generation: Negative Prompt Optimization and Latent Classifier Guidance

    Jul 16, 2026Vaddi Charan Sai Nandan Reddy, Harini B, Chandana M SDiffusion Model GuidancePrompt Optimization

    Department of Computer Science, PES University, Bangalore, India

  11. Feature-Space Guided Diffusion for Realistic Ultrasound Image Synthesis

    Jul 13, 2026Marina Domínguez, Nélida Mirabet-Herranz, Valery NaranjoDiffusion Model GuidanceDiffusion Guidance

    Instituto Universitario de Investigación en Tecnología Centrada en el Ser Humano, HUMAN-tech, Universitat Politècnica de València, Valencia, Spain · Artikode Intelligence S.L., Valencia, Spain

  12. Anysynth:Zero-Shot Instrument Cloning via In-Context Learning and Asymmetric Hierarchical Guidance

    Jul 13, 2026Chong Jing, Junan Zhang, Jing Yang +3Diffusion Model GuidanceControllable Music Generation

    Chinese University of Hong Kong · Central Media Technology Institute, Huawei

  13. Controlling Motion Transfer in Diffusion Transformers via Attention Heads

    Jul 13, 2026Sunyoung Jung, Jiwoo Park, Yoonseok Choi +3Diffusion Model GuidanceDiffusion Transformer

    Yonsei University · LG Electronics · University of California, Merced

  14. Is Energy Guidance All You Need? Training-Free Norm Injection for Driving World Models

    Jul 12, 2026Xiyan Su, Frank Diermeyer, Markus LienkampDiffusion Model GuidanceVideo Diffusion Models

    Institute of Automotive Technology, Technical University of Munich, Munich Germany

  15. FlowPainter: Inpainting Optical Flow via Confidence-Guided Completion

    Jul 11, 2026Yuang Meng, Chenyang Wu, Xianshun Liu +7Optical FlowDiffusion Model Guidance

    VCIP, CS, Nankai University · OPPO Research Institute · The Hong Kong Polytechnic University

  16. Heterogeneity-Adaptive Diffusion Schrodinger Bridge for PET-Guided Whole-Body MRI Translation

    Jul 8, 2026Chengbo Wang, Jiacheng Yu, Linjie Bian +7Diffusion Model GuidanceImage-to-Image Translation

    The University of Sydney, Sydney, Australia · Department of Nuclear Medicine, Fudan University Shanghai Cancer Center, Shanghai, China · State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China

  17. HPG-Diff: Hierarchical physics-guided diffusion with differentiable connectivity constraints for topology optimization

    Jul 8, 2026Jinbo Yang, Mingyue Yuan, Boyuan Zhang +2Topology OptimizationPhysics-Informed Diffusion Models

    School of Mechanical Engineering, Beijing Institute of Technology, Beijing, 100081, China · Computer Science and Engineering, University of New South Wales, Sydney, 2052, Australia · College of Intelligence and Computing, Tianjin University, Tianjin, 300072, China +1

  18. High-Resolution Artwork Outpainting with Global Blueprint Guidance and Layout Control

    Jul 7, 2026Junha Kim, Hyunjoon Park, Donghyeon ChoDiffusion Model GuidanceImage Generation

    Hanyang University, Seoul, Republic of Korea

  19. RADIANCE: Relative Adaptive Denoising with IP-Adapter for Novel Concept Enhancement

    Jul 6, 2026Zi-Xiang Ni, Bo-Lun Huang, Teng-Fang Hsiao +2Diffusion Model GuidanceT2I Generation

    National Yang Ming Chiao Tung University, Hsinchu, Taiwan

  20. AnyStyle: A Single LoRA is Sufficient for Image-Guided Style Transfer

    Jul 6, 2026Yongwen Lai, Chaoqun WangDiffusion Model GuidanceImage Style Transfer

    School of Artificial Intelligence, South China Normal University, Guangzhou, China

  21. Enhancing Video Physical Consistency via Role-aware Joint Training and Modality-decoupled Denoising

    Jul 6, 2026Guangting Zheng, Haojing Chen, Hao Li +6Physical Consistency in Video GenerationDiffusion Model Guidance

    University of Science and Technology of China · University of Electronic Science and Technology of China · 3Fudan University +2

  22. DICT: Data Injection and Contrastive Trajectory Refinement for Conditional Image Generation with Diffusion Models

    Jul 4, 2026Chunnan Shang, Xin Zhang, Zhizhong Wang +1Diffusion Models for Image RestorationDiffusion Model Guidance

    Zhejiang University, Hangzhou, China

  23. Conditional Diffusion Guided Knowledge Transfer for Multi-Domain Knowledge Graph Completion

    Jul 3, 2026Jiawei Sheng, Taoyu Su, Xixun Lin +2Diffusion Model GuidanceKG Embedding

    Institute of Information Engineering, Chinese Academy of Sciences Beijing, China · Institute of Information Engineering, Chinese Academy of Sciences School of Cyber Security, UCAS Beijing, China

  24. Wavelet-Guided Semantic Signal Compensation for Inversion-Free Image Editing

    Jul 2, 2026Anqi Tang, Wenhao Sun, Zhaoqiang LiuDiffusion Model GuidanceText-Guided Image Editing

    The authors are with the School of Computer Science and Engineering, University of Electronic Science and Technology of China.

  25. QWERTY: Training-Free Motion Control via Query-Warped Video Diffusion Transformers

    Jul 2, 2026Kyobin Choo, Youngmin Kim, Hyunkyung Han +4Diffusion Model GuidanceDiffusion Transformer

    Department of Computer Science, Yonsei University, Seoul, Republic of Korea · Department of Artificial Intelligence, Yonsei University, Seoul, Republic of Korea

  26. ProSAC-CT: Progressive Spectral-Anatomical Co-Guided Multi-Stage Diffusion Model for Low-Dose CT Denoising

    Jul 2, 2026Xuepeng Liu, Zetong Liu, Renyiming Li +5Diffusion Models for Image RestorationDiffusion Model Guidance

    College of Medicine and Biological Information Engineering, Northeastern University, Shenyang 110169, China · State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou 510060, China · AI Lab, Tohoku University Hospital, Sendai, Miyagi, Japan +1

  27. Training-Free Debiasing of Diffusion Models via CLIP-Guided Denoising Optimization

    Jul 1, 2026Dain Kim, Jinseo Kim, Sungyong BaikDiffusion Model GuidanceText Embeddings

    Dept. of Artificial Intelligence, Hanyang University, South Korea · Dept. of Data Science, Hanyang University, South Korea

  28. Decoupled Guidance: Disentangling Subject and Context Pathways in Text-to-Image Personalization

    Jul 1, 2026Seongmin Kim, Kyucheol Shin, Heesun Jung +2Diffusion Model GuidanceSubject-Driven Image Generation

    Department of Artificial Intelligence Hanyang University · Department of Data Science Hanyang University

  29. Not All Prediction Targets Keep Training-Free Diffusion Guidance on the Manifold

    Jul 1, 2026Yunsung Lee, Hyeongmin LeeDiffusion Model GuidanceDiffusion Guidance

    MAUM.AI, Republic of Korea · Seoul National University of Science and Technology, Republic of Korea

  30. AnF-DiffPET: Anatomy- and Frequency-Guided Diffusion for PET/CT Denoising

    Jul 1, 2026Xuepeng Liu, Ruili Li, Zetong Liu +5Diffusion Models for Image RestorationDiffusion Model Guidance

    College of Medicine and Biological Information Engineering, Northeastern University, Shenyang 110169, China · Tohoku University School of Medicine, Sendai 980-8575, Japan · Department of Clinical Neurosciences, University of Cambridge, UK