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. SpheRoPE: Zero-Shot Optimization-Free 360 Panorama Generation with Spherical RoPE

    Jun 30, 2026Or Hirschorn, Aaron Olender, Eli Alshan +3Video-Reference Video GenerationRotary Positional Embeddings

    1Amazon Prime Video · 2Tel-Aviv University · 3Hebrew University of Jerusalem

  2. Histogram-constrained Image Generation

    Jun 30, 2026Haoming Liu, Yuanhe Guo, Yijia Cao +2Constrained Generative ModelingDiffusion Model Guidance

    Center for Data Science, New York University Shanghai, Shanghai, China · New York University, New York, USA

  3. Your Data Manifold is Secretly a Reward Model: Shell-LCC for Text-to-Video Generation

    Jun 29, 2026Shihao Zhang, Yunzhi Li, Yuguang Yan +4Reward ModelingDiffusion Model Guidance

    Huawei Central Research Institute · Guangdong University of Technology

  4. T2LDM++: A Self-Conditioned Representation Guided Diffusion Model for Realistic Text-to-LiDAR Scene Generation

    Jun 29, 2026Wentao Qu, Qi Zhang, Chenxu Wang +5Diffusion Model GuidanceText-to-3D Generation

    School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, 210094, China. · Faculty of Data Science, City University of Macau, Macau, 999078, China. · School of Computer Science and Technology, Beijing Institute of Technology, Beijing,2026 100081, China. +3

  5. Concept Removal Guidance: Evidence-Calibrated Negative Guidance for Safe Diffusion Sampling

    Jun 29, 2026Yoonseok Choi, Chaeyoung Oh, Hyunjun Choi +2Diffusion Model GuidanceDiffusion Guidance

    Kim Jaechul Graduate School of AI, KAIST, Daejeon, Republic of Korea · Center for Humanoid Research, KIST, Seoul, Republic of Korea

  6. ASTAD: Asymmetric Style Transfer for Synthetic-to-Real Adaptation in Autonomous Driving

    Jun 28, 2026Dingyi Yao, Xinqi Zhang, Lihui Peng +3Synthetic-to-Real Domain AdaptationDiffusion Model Guidance

    Department of Automation, Tsinghua University, Beijing 100084, China · Department of Automation, Tsinghua

  7. Controllable Histopathology Image Synthesis with Training-free Structural Initialization and Textural Modulation

    Jun 26, 2026Yuheng Qiu, Jingyi Luo, Chenfei Ye +2Diffusion Model GuidanceMedical Image Synthesis

    School of Biomedical Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China

  8. OrthoTryOn: Geometric Orthogonalization for Conflict-Free Unified Fashion Generation

    Jun 26, 2026Zhaotong Yang, Ying Tai, Jiahui Zhan +3Diffusion Model GuidanceVirtual Try-On

    PCA Lab, School of Computer Science and Engineering, Nanjing University of Science and Technology · PCA Lab, School of Intelligence Science and Technology, Nanjing University · Shanghai Jiao Tong University

  9. DiffRGD: An Inference-Time Diffusion Guidance Through Riemannian Gradient Descent

    Jun 25, 2026Jia-Wei Liao, Li-Xuan Peng, Mei-Heng Yueh +3Diffusion Models for Image RestorationDiffusion Model Guidance

    1National Taiwan University · 4Academia Sinica · 2National Tsing Hua University +1

  10. Grounding Generative Policies in Physics: Optimization-Guided Diffusion for Robot Control

    Jun 23, 2026Sabrina Bodmer, René Zurbrügg, Tifanny Portela +5Diffusion Model GuidanceRobotic Grasping

    ETH Zurich · EPFL

  11. Information-Theoretic Classifier-Free Guidance with Adaptive Schedule Optimization

    Jun 23, 2026Haobo Chen, Xiangxiang Xu, Yuheng BuDiffusion Model GuidanceClassifier-Free Guidance

    Department of Computer Science University of California, Santa Barbara · Department of Computer Science University of Rochester

  12. Temporal Logic Guidance for Action-Only Diffusion Policies with World Models

    Jun 22, 2026Moritz Zoellner, Anastasios Manganaris, Rohan PalejaDiffusion Model GuidanceDiffusion Policy

    Department of Computer Science, Purdue University West Lafayette, IN, USA

  13. Physically-guided Image Generation for Multi-Projection Mapping

    Jun 21, 2026Xingyun Liu, Yuqi Li, Jinhui Xiang +2Diffusion Model GuidanceImage Generation

    Ningbo University, Ningbo, 315211 P.R.China.

  14. IDAG-Edit: Multi-Object Video Editing via Instance-Decoupled Attention and Guidance

    Jun 20, 2026Yuan-Zhih Lin, Huu-Thang Nguyen, Huu-Phu Do +2Diffusion Model GuidanceVideo Editing

    Department of Computer Science, National Yang Ming Chiao Tung University, Taiwan

  15. Repurposing a Speech Classifier for Guided Diffusion-Based Speech Generation

    Jun 18, 2026Rostislav Makarov, Timo GerkmannDiffusion Model GuidanceAudio Diffusion Models

    University of Hamburg, Germany

  16. FlowBender: Feedback-Aware Training for Self-Correcting Conditional Flows

    Jun 18, 2026Daniel Gilo, Sven Elflein, Ido Sobol +1Diffusion Model AlignmentDiffusion Models for Image Restoration

    1Technion · 2NVIDIA · University of Toronto +1

  17. Holo-World: Unified Camera, Object and Weather Control for Video World Model

    Jun 18, 2026Xiangchen Yin, Wenzhang Sun, Jiahui Yuan +6Diffusion Model GuidanceCamera-Controlled Video Generation

    University of Science and Technology of China · Institute of Artificial Intelligence, Hefei Comprehensive National Science Center · Li Auto.

  18. NoiseTilt: Noise-Tilted Reverse Kernels for Diffusion Reward Alignment

    Jun 16, 2026Jisung Hwang, Yunhong Min, Jaihoon Kim +2Diffusion Model AlignmentDiffusion Model Guidance

    1KAIST · †This work was done in part while the author was a visiting researcher at The University of Tokyo. · 2The University of Tokyo

  19. Redirecting the Flow: Image Customization through Attention Distribution Shift

    Jun 15, 2026Jie Li, Suorong Yang, Jian Zhao +1Diffusion Model GuidanceSubject-Driven Image Generation

    State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China · School of Computer Science, Nanjing University, Nanjing, China · School of Electronic Science and Engineering, Nanjing University, Nanjing, China +1

  20. CausalMotion: Structured Physical Reasoning as Keyframe and Trajectory Guidance for Training-Free Video Generation

    Jun 12, 2026Sihan Zhuang, Xinyuan Chen, Tianfan Xue +1Physical Consistency in Video GenerationDiffusion Model Guidance

    Shanghai Artificial Intelligence Laboratory · ShanghaiTech University · Work done during an internship at Shanghai AI Laboratory. +1

  21. Toward 360-Degree Indoor Panorama Editing via Tuning-Free Diffusion Model with Refocusing Cross-Attention

    Jun 12, 2026Dinh-Khoi Vo, Nhut-Thanh Le-Hinh, Viet-Tham Huynh +3Diffusion Model GuidanceText-Guided Image Editing

    University of Science, Ho Chi Minh, Vietnam · Vietnam National University, Ho Chi Minh, Vietnam · University of Dayton, Ohio, United States

  22. CaricHarmony: Contrastive Diffusion Paths for Identity-Preserving Caricature Synthesis

    Jun 11, 2026Dongyu Wang, Dar-Yen Chen, Yi-Zhe SongDiffusion Model GuidanceConditional Image Generation

    SketchX, CVSSP, University of Surrey

  23. Enhanced Low-Density Region Exploration in Classifier-Guided Diffusion Models Through Modified Reverse Diffusion Sampling

    Jun 11, 2026Jagriti Singh, Shekhar Verma, Muneendra OjhaDiffusion Model GuidanceDiffusion Model Sampling

    Department of IT IIIT Allahabad

  24. Towards More General Control of Diffusion Models Using Jeffrey Guidance

    Jun 11, 2026Raphaël Razafindralambo, Rémy Sun, Frédéric Precioso +2Diffusion Model GuidanceDiffusion Guidance

    Inria, CNRS, I3S, Maasai Université Côte d’Azur, France · Technical University of Denmark, Denmark · Inria, CNRS, LJAD, Maasai Université Côte d’Azur, France

  25. On the Controllability-Fidelity Frontier in Diffusion Editing

    Jun 5, 2026Yi Hu, Leying Yi, Emily Davis +1Diffusion Model InversionDiffusion Model Guidance

    Xidian University

  26. Consistent-Inversion: Reverse Consistency Guidance for Structure-Preserving Visual Editing

    Jun 5, 2026Xiaocheng Lu, Jingcai Guo, Song GuoDiffusion Model InversionDiffusion Model Guidance

    Hong Kong University of Science and Technology, Hong Kong SAR, China · The Hong Kong Polytechnic University, Hong Kong SAR, China

  27. AsyncPatch Diffusion: spatially-flexible image generation

    Jun 5, 2026Samuele Papa, Valentin De Bortoli, Guillaume Couairon +3Diffusion Model GuidanceImage Generation

    Google DeepMind · University of Amsterdam · The Netherlands Cancer Institute

  28. Plug-and-Play Guidance for Discrete Diffusion Models via Gradient-Informed Logit Correction

    Jun 4, 2026Hongkun Dou, Zike Chen, Fengji Li +2Diffusion Model GuidanceMolecular Generation

    Beihang University, Beijing, China · Zhongguancun Academy, Beijing, China.

  29. CDPM-Align: Multi-Scale Guidance-Aligned Diffusion Pretraining for Robust Few-Shot Anatomical Landmark Detection

    Jun 3, 2026Roberto Di Via, Irina Voiculescu, Francesca Odone +1Diffusion Model AlignmentDiffusion Model Guidance

    MaLGa, DIBRIS, University of Genoa, Italy · Department of Computer Science, University of Oxford, UK

  30. DiffUNet^2: Bidirectional Conditional Diffusion for Probabilistic Scientific Spatiotemporal Modeling

    Jun 2, 2026Mengdi Chu, Jiaxin Yang, Angus G. Forbes +4Diffusion Model GuidanceProbabilistic Forecasting

    Mengdi Chu, Jiaxin Yang, and Han-Wei Shen are with the Ohio State University. · Angus G. Forbes is with NVIDIA. · Nathan Debardeleben, Earl Lawrence, Ayan Biswas are with Los Alamos National Laboratory.