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. Correcting CondOT: Exact Finite-Step Sampling in Gaussian Flow Matching

    Sep 30, 2026Ron Levy, Michael EladFlow MatchingDiffusion Sampling

    Department of Computer Science Technion, Israel

  2. SkillFM: Generating Skills for LLM Agents via Latent Flow Matching

    Sep 30, 2026Zuming Zhang, Jie He, Yizhe Zhang +1Flow MatchingLLM Agent Skill Learning

    Nanyang Technological University · University of Edinburgh · Meta

  3. Wavelet Flow Matching for Time Series

    Sep 30, 2026Lucas Poinsignon, Jorge da Silva Goncalves, Samuel Ruiperez-Campillo +1Flow MatchingTime Series Generation

    Dept. of Computer Science ETH Zurich, Switzerland

  4. DiFF: Doppler-informed Flow Matching for Human Motion Flow

    Sep 30, 2026Kai Wang, Mingle ZhaoFlow MatchingPoint Cloud Learning

  5. Flow Matching under Noisy Latent Structure: Beyond Exact Low-Dimensional Support

    Sep 30, 2026Lifeng Hao, Shaolin JiFlow MatchingFlow-Based Generative Modeling

    Zhongtai Securities Institute for Financial Studies, Shandong University, Jinan 250100, Shandong, China.

  6. Online Evolution Strategy for Flow-Matching VLA Policies via Self-Supervised Trajectory Distribution Optimization

    Sep 30, 2026Gongxin Yao, Yongsheng Zhao, Jiayin Deng +4Flow MatchingEvolution Strategies

    China Mobile (Hangzhou) Information Technology Co., Ltd., Hangzhou, 311121, China

  7. Multi-Agent Flow Matching with Decoupled Generative Guidance

    Sep 29, 2026Ruoyu Lin, Magnus Egerstedt, Fabio PasqualettiConstrained Generative ModelingFlow Matching

    Department of Electrical Engineering and Computer Science, University of California, Irvine, Irvine, CA 92697 USA · University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA

  8. MeanFlowAdvantage: Stable Reward Fine-Tuning for Few-Step Average-Velocity Generators

    Sep 29, 2026Haocheng Tang, Tianchi Xie, Xingqiao LinFlow MatchingMeanFlow

    Northeastern University Boston, MA 02115, USA · Tsinghua University Beijing, 100084, PRC · Carnegie Mellon University Pittsburgh, PA 15213, USA

  9. PreferenceFlow: Test-Time Guidance of Flow-Matching Robot Policies from Human Interventions

    Sep 29, 2026Yiqi Tang, Diyuan Shi, Runze Li +1Flow MatchingRobot Policy Learning

    Westlake University

  10. Representation by Design in Generation: Cross-View Class-Token Alignment in Diffusion Transformers

    Sep 28, 2026Xiaoyu Wu, Yifei Wang, Chen WeiFlow MatchingDiffusion Transformer

    Carnegie Mellon University · Rice University

  11. Distill Locally, Schedule Globally: Flow Maps for Few-Step Text-to-Speech

    Sep 28, 2026Yentl Collin, Evan Dufraisse, Amr Mohamed +3Flow MatchingTTS Synthesis

    Institute of Foundation Models (IFM), MBZUAI

  12. Rethinking Causal Action Tokenization with Conditional Annealing in Flow Matching

    Sep 28, 2026Chenyu Zhang, Yuhang Cao, Daru Du +8Flow MatchingVision-Language-Action Models

    IIIS, Tsinghua University · Shanghai Qizhi Institute

  13. Manifold-Stable Flow Matching

    Sep 28, 2026Amirhossein Nazerian, Ali Pezeshki, Jianguo ZhaoConstrained Generative ModelingFlow Matching

    Department of Mechanical Engineering Colorado State University Fort Collins, CO 80523, USA · Department of Electrical and Computer Engineering Colorado State University Fort Collins, CO 80523, USA

  14. FILIGREE3D: Scaling Sparse Latent Flow Matching for Ultra-High-Resolution Image-to-3D Generation

    Sep 28, 2026Hongjie Li, Xinran Yang, Xiuchao Wu +2Flow Matching3D ViTs

    AlibabaGroup

  15. Probabilistic Geodesic Flow Matching on Location-Scale Families

    Sep 28, 2026Zeyuan Yu, Zhi Chang, Shiwei LanFlow MatchingGenerative Modeling

    School of Mathematical & Statistical Sciences Arizona State University Tempe, AZ 85287 USA

  16. QAMM: Adjoint MeanFlow Matching for Few-Step Offline Reinforcement Learning

    Sep 28, 2026Yuehu Gong, Shutong Ding, Mokai Pan +4Flow MatchingMeanFlow

    School of Data Science, Fudan University · ShanghaiTech University · Shanghai Innovation Institute

  17. DecFlowEdit: Self-Localized Flow-based Image Editing via Guidance Decoupling

    Sep 28, 2026Zheyuan Zhan, Can Wang, Jiawei Chen +4Flow MatchingClassifier-Free Guidance

    Zhejiang University · University at Buffalo · University of California, Berkeley

  18. MotionSpaceFlow: Representation-Aware Flow Matching in Direct Motion Space

    Sep 28, 2026Qing Yu, Kent FujiwaraFlow MatchingText-to-Motion Generation

    LY Corporation, Tokyo, Japan

  19. What Does a Stream Model Buy You in Flow Matching?

    Sep 28, 2026Jian XuFlow MatchingConditional Flow Matching

    RIKEN

  20. SNaP: One-Step Posterior Sampling for Noisy Inverse Problems

    Sep 28, 2026Shirin Shoushtari, Edward P. Chandler, Xiao Shi +1Flow MatchingMeanFlow

    WashU · UW-Madison

  21. FLARE: Flow Matching with Local Axis-Angle Representations for Stochastic Micromagnetic Evolution

    Sep 28, 2026Pengyu Li, Renjie Tong, Xuanlue Jiang +2Flow Matching

    State Key Laboratory of Quantum Functional Materials, Department of Physics, and Guangdong Basic Research Center of Excellence for Quantum Science, Southern University of Science and Technology, Shenzhen 518055, China

  22. MomWorld: Momentum-Aware Latent World Model for Long-Horizon Autonomous Driving

    Sep 27, 2026Ziying Song, Shengkai Zhang, Lei Yang +6Flow MatchingWorld Model-Based Planning

    Nanyang Technological University · Beijing Jiaotong University · North University of China +2

  23. Source Anchoring for Physical Consistency in Flow Matching Models

    Sep 27, 2026Giulia Romoli, Filippo Ruffini, Paolo SodaConstrained Generative ModelingPhysics-Informed Generative Modeling

    Department of Diagnostics and Intervention, Ume˚a University, Sweden · Unit of Artificial Intelligence and Computer Systems, Universit`a Campus Bio-Medico di Roma, Italy

  24. Naturalness-guided Manifold Flow Matching for Sign Language Production

    Sep 27, 2026Jiayi He, Shengeng Tang, Sisi You +3Flow MatchingHuman Motion Generation

    Hefei University of Technology

  25. ChronoFlow: Hierarchical Flow Matching for Irregular Time Series Generation

    Sep 27, 2026Changhun Kim, Sunguk Jang, Jeongjun Lee +5Irregular Time-Series ModelingFlow Matching

    University of Wisconsin–Madison · AITRICS · KAIST

  26. Structured Pose-Conditioned Flow Matching for Generative 5G CSI Augmentation

    Sep 24, 2026Haojin Li, Anbang Zhang, Wai Ho Mow +3Flow MatchingSynthetic Data Augmentation

    University of Science and Technology Beijing, China · Department of ECE, The Hong Kong University of Science and Technology, Hong Kong · University of Exeter +1

  27. Learning a Flow to Self-Supervised Representations

    Sep 24, 2026Yuling Jiao, Wensen Ma, Houduo Qi +1Flow MatchingRepresentation Learning

    School of Artificial Intelligence, National Center for Applied Mathematics in Hubei, Hubei Key Laboratory of Computational Science, Wuhan University, Wuhan, China. · Department of Applied Mathematics, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China. · Department of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China.

  28. Off-manifold robustness in synthesizer inversion with joint distribution flow matching

    Sep 24, 2026Ben HayesSynthetic-to-Real Domain AdaptationFlow Matching

    Sony Computer Science Laboratories Paris

  29. ReaFlow-TTS: Realization-Conditioned Flow Matching for High-Quality and Controllable Speech Synthesis

    Sep 24, 2026Junyi Zhao, Yihao Qin, Changsheng MaFlow MatchingTTS Synthesis

    School of Information Science and Technology, Lanzhou University, China

  30. On the Diffusibility of High-Dimensional Latents

    Sep 23, 2026Chao Feng, Zhiyang Xu, Bowei Chen +7Flow MatchingLatent Diffusion Models

    Cornell University · Virginia Tech · University of Washington +2