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. Delta-K: Boosting Multi-Instance Generation via Cross-Attention Augmentation

    Mar 10, 2026Zitong Wang, Zijun Shen, Haohao Xu +2Diffusion Model GuidanceT2I Generation

    School of Software Engineering, Sun Yat-sen University · Nanjing University · College of Management and Economics, Tianjin University

  2. Longitudinal Lesion Inpainting in Brain MRI via 3D Region Aware Diffusion

    Mar 5, 2026Zahra Karimaghaloo, Dumitru Fetco, Haz-Edine Assemlal +2Diffusion Models for Image RestorationDiffusion Model Guidance

    Clario part of Thermofisher Scientific, Montreal, Canada · Concordia University, Montreal, Canada

  3. Inference-time optimization for experiment-grounded protein ensemble generation

    Feb 27, 2026Advaith Maddipatla, Anar Rzayev, Marco Pegoraro +5Diffusion Model GuidanceInference-Time Optimization

    Institute of Science and Technology, Austria · University of Zurich, Switzerland · Tel Hai – University of Kiryat Shmona in the Galilee, Israel +4

  4. General and Efficient Steering of Diffusion Models

    Feb 11, 2026Qingsong Wang, Mikhail Belkin, Yusu WangDiffusion Model GuidanceActivation Steering

    Halıcıoğlu Data Science Institute, University of California San Diego, La Jolla, CA, USA

  5. REPA-G: Test-Time Conditioning with Representation-Aligned Visual Features

    Feb 3, 2026Nicolas Sereyjol-Garros, Ellington Kirby, Victor Letzelter +2Diffusion Model GuidanceConditional Image Generation

    Valeo.ai, Paris, France · LTCI, Télécom Paris, Institut Polytechnique de Paris, France

  6. Reconstruction-Anchored Diffusion Model for Text-to-Motion Generation

    Jan 21, 2026Yifei Liu, Changxing Ding, Ling Guo +2Diffusion Model GuidanceText-to-Motion Generation

    South China University of Technology · Joy Future Academy

  7. GenDA: Generative Data Assimilation on Complex Urban Areas via Classifier-Free Diffusion Guidance

    Jan 16, 2026Francisco Giral, Álvaro Manzano, Ignacio Gómez +2Diffusion Model GuidanceData Assimilation

    Applied Mathematics Department, ETSIAE-School of Aeronautics, Universidad Politécnica de Madrid, Spain · Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI 48109, USA.

  8. EMAG: Self-Rectifying Diffusion Sampling with Exponential Moving Average Guidance

    Dec 19, 2025Ankit Yadav, Ta Duc Huy, Lingqiao LiuDiffusion Model GuidanceClassifier-Free Guidance

    Australian Institute for Machine Learning, Adelaide University, Australia

  9. CADKnitter: Compositional CAD Generation from Text and Geometry Guidance

    Dec 12, 2025Tri Le, Khang Nguyen, Baoru Huang +2Diffusion Model GuidanceParametric CAD Modeling

    FPT Software AI Center, Vietnam · Department of Robotics, Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), UAE · Department of Computer Science, University of Liverpool, UK +1

  10. Multi-dimensional Preference Alignment by Conditioning Reward Itself

    Dec 11, 2025Jiho Jang, Jinyoung Kim, Kyungjune Baek +1Diffusion Model AlignmentDiffusion Model Guidance

    Seoul National University · Sejong University

  11. Single-step Diffusion-based Video Coding with Semantic-Temporal Guidance

    Dec 8, 2025Naifu Xue, Zhaoyang Jia, Jiahao Li +4Diffusion Model GuidanceVideo Diffusion Models

    Communication University of China · University of Science and Technology of China · Microsoft Research Asia

  12. SDGIC: A Semantic Disambiguation-Guided Generative Image Compression Method for Ultra-Low Bitrates

    Dec 6, 2025Kaile Wang, Lijun He, Haisheng Fu +2Diffusion Model GuidanceLearned Image Compression

    School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an 710049, China · Department of Electrical and Computer Engineering, Faculty of Applied Science, The University of British Columbia, Vancouver, BC, Canada

  13. 3D-Consistent Multi-View Editing by Correspondence Guidance

    Nov 27, 2025Josef Bengtson, David Nilsson, Dong In Lee +2Multi-View ConsistencyDiffusion Model Guidance

    Chalmers University of Technology · Korea University

  14. CharDiff-LP: A Diffusion Model with Character-Level Guidance for License Plate Image Restoration

    Oct 20, 2025Kihyun Na, Gyuhwan Park, Injung KimDiffusion Models for Image RestorationDiffusion Model Guidance

    Department of Computer Science and Electrical Engineering, General Graduate School, Handong Global University, Pohang 37554, Republic of Korea

  15. Cross-Modality Controlled Molecule Generation with Diffusion Language Model

    Aug 20, 2025Yunzhe Zhang, Yifei Wang, Khanh Vinh Nguyen +1Diffusion Model GuidanceMultimodal Generation

    Brandeis University, Waltham, MA, USA

  16. CountLoop: Training-Free High-Instance Image Generation via Iterative Agent Guidance

    Aug 18, 2025Anindya Mondal, Sauradip Nag, Ayan Banerjee +3Diffusion Model GuidanceObject Counting

    University of Surrey · Simon Fraser University · Universitat Autònoma de Barcelona

  17. Detail++: Training-Free Detail Enhancer for T2I Diffusion Models

    Jul 23, 2025Lifeng Chen, Jiner Wang, Zihao Pan +3Diffusion Model GuidanceCompositional T2I Generation

    AGI Lab, Westlake University · Nanyang Technological University

  18. Guided Unconditional and Conditional Generative Models for Super-Resolution and Inference of Quasi-Geostrophic Turbulence

    Jul 1, 2025Anantha Narayanan Suresh Babu, Akhil Sadam, Pierre F. J. LermusiauxDiffusion Model GuidanceData Assimilation

    Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, USA · Center for Computational Science and Engineering, Massachusetts Institute of Technology, Cambridge, USA

  19. MoCA-Video: Motion-Aware Concept Alignment for Consistent Video Editing

    Jun 1, 2025Tong Zhang, Victor Escorcia, Juan C Leon Alcazar +1Diffusion Model GuidanceVideo Editing

    Department of Computer Science King Abdullah University of Science and Technology Thuwal, Saudi Arabia · Independent Researcher

  20. ISAC: Training-Free Instance-to-Semantic Attention Control for Multi-Instance Generation

    May 27, 2025Sanghyun Jo, Wooyeol Lee, Ziseok Lee +3Diffusion Model GuidanceT2I Generation

    OGQ, Seoul, Korea · Seoul National University, Seoul, Korea

  21. DICE: Distilling Classifier-Free Guidance into Text Embeddings

    Feb 6, 2025Zhenyu Zhou, Defang Chen, Can Wang +2Diffusion Model AlignmentDiffusion Model Guidance

    Zhejiang University, State Key Laboratory of Blockchain and Data Security · University at Buffalo, State University of New York

  22. From Uncertain to Safe: Conformal Adaptation of Diffusion Models for Safe PDE Control

    Feb 4, 2025Peiyan Hu, Xiaowei Qian, Wenhao Deng +8Diffusion Model GuidanceSafety-Critical Control

    Work done as an intern at Westlake University · Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China · School of Engineering, Westlake University, Hangzhou, China +2

  23. Filterless Snapshot Hyperspectral Imaging using Guided Patch Diffusion

    Dec 3, 2024Dean Hazineh, Luca Sacchi, Davide Cassara +2Diffusion Model GuidancePhysics-Guided Image Restoration

    Harvard University

  24. ContrastiveCFG: Guiding Diffusion Sampling by Contrasting Positive and Negative Concepts

    Nov 26, 2024Jinho Chang, Changsun Lee, Hyungjin Chung +1Diffusion Model GuidanceClassifier-Free Guidance

    Graduate School of Artificial Intelligence, Korea Advanced Institute of Science and Technology, Seoul, South Korea · EverEx, Seoul, South Korea