Flow Matching

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79 papers in the last four weeks, up 365% on the four weeks before. 0.8% of all new papers.

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  1. FlashRender: Few-Step Generative Rendering via Camera-Controlled Video MeanFlow

    Sep 3, 2026Byeongjun Park, Byung-Hoon Kim, Hyungjin ChungFlow MatchingCamera-Controlled Video Generation

    EverEx · Yonsei University · Korea University

  2. Beyond Straightness: Non-Crossing Flow Matching via Quantile AlignTree Coupling

    Sep 3, 2026Junyi Lin, Mengyu Li, Jingxuan Hu +2Flow MatchingFlow-Based Generative Modeling

    Institute of Statistics and Big Data, Renmin University of China, Beijing, China · Department of Statistics and Data Science, Tsinghua University, Beijing, China

  3. Balancing Frequencies and Pixels in Flow Matching

    Sep 2, 2026Lucas Degeorge, Paul Couairon, Arijit Ghosh +3Image GenerationFlow Matching

    LIX, École Polytechnique, CNRS, IP Paris, France · LIGM, École Nationale des Ponts et Chaussées, IP Paris, UGE, CNRS, France · UC Berkeley

  4. Quantum MeanFlow: single-shot generative sampling on NISQ hardware

    Sep 2, 2026Ashish Joshi, Eshaan Mistry, Takahiko KoyamaQuantum Generative ModelingFlow Matching

    1Human Biology-Microbiome-Quantum Research Center (WPI-Bio2Q), Keio University, Tokyo, Japan · 2Keio University Sustainable Quantum Artificial Intelligence Center (KSQAIC), Keio University, Tokyo, Japan · University of California, Berkeley, CA, USA

  5. CAT-Flow: Curvature-Adaptive sTeps for Flow Matching

    Sep 1, 2026Qinchan Li, Pedro Cisneros-Velarde, Keru Fu +3Flow MatchingT2I Generation

    Simon Fraser University · VMware Research

  6. ReFlowSET: Representation-Aligned Latent Flow Matching for SAR-to-EO Image Translation

    Sep 1, 2026Jeonghyeok Do, Seungchul Lee, Munchurl KimFlow MatchingImage-to-Image Translation

    KAIST · Stellarvision Inc.

  7. A Lagrangian View of Flow Matching

    Aug 31, 2026Peyman MilanfarFlow MatchingRectified Flow

    1Google

  8. Language-Informed Flow Matching for Trend-Guided Structure-Based 3D Molecular Generation

    Aug 31, 2026Tianyu Gao, Zhikai Su, Jiashu Li +5Flow MatchingStructure-Based Drug Design

    1City University of Hong Kong · 2The University of Hong Kong · 3Stanford University

  9. Decoupled Latent Flow Matching for Few-Step Joint Vocal-Accompaniment Separation

    Aug 31, 2026Lishi Zuo, Youzhi Tu, Lu Yi +4Flow MatchingFlow-Based Generative Modeling

    Dept. of Electrical and Electronic Engineering, Hong Kong Polytechnic University, Hong Kong SAR, China

  10. Tracing Generated Samples to Training-Data Clusters in Flow-Matching Models

    Aug 30, 2026Rania Briq, Ohad Fried, Michael Kamp +1Flow MatchingFlow-Based Generative Modeling

    Forschungszentrum Jülich · Technical University Dortmund · Reichman University +4

  11. Flow-JEPA: Robust Latent Dynamics for JEPA World Models via Flow Matching

    Aug 29, 2026Yanchen Huo, Ziying Song, Yadan LuoFlow MatchingLatent Dynamics Modeling

    Nanyang Technological University · The University of Queensland

  12. Self-OPD: On-Policy Distillation for Flow Matching Models without Teacher

    Aug 27, 2026Shiyi Zhang, Mushui Liu, Yunze Tong +8Flow MatchingOn-Policy Self-Distillation

    1Tsinghua University · 2Zhejiang University · 3Alibaba Group

  13. FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching

    Aug 13, 2026Zhuohan Wang, Andreea Bacalum, Ollie Olby +2Flow MatchingFlow-Based Generative Modeling

    Joint affiliation with King’s College London · Simudyne United Kingdom · King’s College London United Kingdom

  14. XYZFlow:Scaling Multi dimensional Shortcut Flows for Efficient Generative Modeling

    Aug 12, 2026Jinxiu Liu, Xuanming Liu, Kangfu Mei +2Flow MatchingAutoregressive Image Generation

    1CUHK · 2Westlake University · 3Johns Hopkins University

  15. Flow Straight to Reality: Perceptually Consistent Flow Matching for Efficient Image Restoration

    Aug 11, 2026Sangwoo Jo, Donggeun Ko, Jayeon Kang +3Flow MatchingPerceptual Loss

    Korea University, Seoul, South Korea · Aim Future, Seoul, South Korea

  16. DreOPD: Degraded-Reference Extrapolative On-Policy Distillation for Flow-matching Models

    Aug 10, 2026Mingfeng Lin, Chengfei Cai, Lin Xu +2Flow MatchingRL for Image Generation

    Harbin Institute of Technology (Shenzhen) · Zhejiang University · Harbin Institute of Technology

  17. UniMoFlow: Grounding Instruction-Driven 3D Human Motion Editing in Generation

    Aug 10, 2026Yilei Hua, Beibei Jing, Ce Zheng +3Flow MatchingText-to-Motion Generation

    School of Computer Science, Huazhong University of Science and Technology · School of Software Technology, Zhejiang University

  18. FUSE: Feature-Wise Unified Specialization with Cross-Column Exchange for Mixed-Type Tabular Flow Matching

    Aug 7, 2026Suman Cha, Seongchan Lee, Dohyun Ko +1Flow MatchingSynthetic Tabular Data Generation

    Department of Statistics and Data Science, Yonsei University · Department of Mathematical Sciences, KAIST

  19. FlowErase-OPD: Multi-Concept Erasure via Anchored On-Policy Distillation in Flow Matching Models

    Aug 7, 2026Yi Sun, Yimin Zhou, Xinhao Zhong +3Flow MatchingDiffusion Model Unlearning

    Harbin Institute of Technology, Shenzhen · Tsinghua Shenzhen International Graduate School, Tsinghua University · Peng Cheng Laboratory

  20. MaskFlow: Precise, Consistent and Seamless Regional Image Editing

    Aug 7, 2026Rui Xu, Yang Yong, Shunzi Yang +2Flow MatchingText-Guided Image Editing

    SenseTime Research · Beihang University · Nanyang Technological University

  21. Control-Anchored Residual Flow Matching Conditioned on Gene Geometry for Virtual Cell Perturbation Modeling

    Aug 7, 2026Quanquan Li, Yihe Chi, Liuyang Song +10Flow MatchingSingle-Cell Perturbation Modeling

    1East China Normal University · 2Peking University · University of Science and Technology of China +2

  22. PRISM: Distribution-Gated Flow Matching for Controllable Unpaired Image Translation

    Aug 6, 2026Elad Yoshai, Natan T. ShakedFlow MatchingImage-to-Image Translation

    aSchool of Biomedical Engineering, Faculty of Engineering, Tel Aviv University, Tel Aviv, 6997801, Israel

  23. Energy-Guided Flow Matching

    Aug 6, 2026Haoyang Tong, Yu He, Fang Li +6Flow MatchingConditional Image Generation

    MAIS & NLPR, CASIA · JD.com · Xi'an Jiaotong University +1

  24. Task-Conditional Flow Matching for Balanced Multilingual Text Embedding Adaptation

    Aug 6, 2026Tirth Bhatt, Naren Kumar S, Mayank SinghFlow MatchingText Embeddings

    LINGO Research Group, Indian Institute of Technology Gandhinagar, India

  25. Flow-Map Distillation on Relation Manifolds for Image Restoration

    Aug 6, 2026Zihao He, Songhua LiuFlow MatchingFlow Map Learning

    School of Artificial Intelligence · Shanghai Jiao Tong University · Shanghai City, China

  26. Potential Matching Optimal Transport: Continuous Normalizing Flows for Exact pp-Wasserstein Dynamics

    Aug 6, 2026Lishuo Zhang, Ruizhi Huang, Yang Yu +1Flow MatchingContinuous Normalizing Flows

    School of Mathematical Sciences, Shanghai Jiao Tong University · Institute of Natural Sciences, MOE-LSC, Shanghai Jiao Tong University

  27. Hierarchical Flow Matching for 3D Point Cloud Generation

    Aug 6, 2026Linhao Wang, Qichang Zhang, Ye Su +1Flow Matching3D Shape Generation

    Shandong Normal University · University of Macau

  28. Rethinking Pixel Mean Flows via Interval Denoiser

    Aug 5, 2026Alexander Zaytsev, Dmitry Baranchuk, Alexander Korotin +1Flow MatchingImage Generation

    HSE University · Yandex Research · Applied AI Institute +2

  29. VoxStruct3D: Structure-Leading Flow Matching for Voxel-Space 3D MRI Synthesis

    Aug 5, 2026Fang Li, Yang Gao, Shihao Zou +5Flow Matching3D Medical Imaging

    State Key Laboratory of Virtual Reality Technology and Systems, Beihang University · Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences · Faculty of Computer Science and Control Engineering, Shenzhen University of Advanced Technology

  30. Discretization and Statistical Consistency of Functional Flow Matching

    Aug 5, 2026Lennon J. ShikhmanFlow Matching

    School of Computer Science, College of Computing Georgia Institute of Technology Atlanta, Georgia 30332, USA