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. MedPCFM: Improving Medical Point Cloud Completion by Integrating Point Transformers and Flow Matching

    Jun 23, 2026Kamil Kwarciak, Marek WodzinskiFlow MatchingPoint Cloud Completion

    Department of Measurement and Electronics, AGH University of Krakow, Krakow, Poland · Sano Centre for Computational Medicine, Krakow, Poland

  2. The Geometry Behind Diffusion and Flow Matching: Gradient Flows and Geodesics in Wasserstein Space

    Jun 23, 2026Yian Yao, Weiwei ZhangFlow MatchingWasserstein Gradient Flows

    from the mortal world · from heaven

  3. A Time-Reparameterized Cumulative Intensity Extrapolation Sampler for Discrete Flow Matching

    Jun 23, 2026Feiyang Fu, Hehe FanFlow MatchingFew-Step Diffusion Sampling

    College of Artificial Intelligence, Zhejiang University, Hangzhou, China.

  4. MeshFlow: Mesh Generation with Equivariant Flow Matching

    Jun 22, 2026Qi Sun, Kiyohiro Nakayama, Jing Nathan Yan +6Flow Matching3D Mesh Generation

    City University of Hong Kong, Hong Kong · Stanford University, USA · Cornell Tech, USA +1

  5. Flowing With Purpose: Latent Action Guided Flow Matching Policies For Robotic Manipulation

    Jun 22, 2026Bruno Machado, Alexandre Chapin, Emmanuel Dellandrea +1Flow MatchingRobotic Manipulation

    École Centrale de Lyon · LIRIS, UMR5205

  6. Flow6D: Discrete-to-Continuous Flow Matching for Efficient and Accurate Category-Level 6D Pose Estimation

    Jun 22, 2026Mingyu Mei, Li Zhang, Zibo Dai +4Flow MatchingObject Pose Estimation

    Zhejiang University · University of Science and Technology of China · Shanghai Jiao Tong University

  7. Safe Few-Step Generation via Velocity Editing

    Jun 22, 2026Yujin Choi, Jaehong YoonFlow MatchingT2I Generation

    1NTU Singapore · 2UNIST

  8. FlowTTS-GRPO: Online Reinforcement Learning with Multi-Objective Reward Optimization for Flow-Matching Based Text-to-Speech

    Jun 22, 2026Haoxu Wang, Biao Tian, Weiqin Li +3Flow MatchingTTS Synthesis

    Tongyi Lab, Alibaba Group, China

  9. Flow as Flow: Modeling Robot Velocity Fields as Probability Velocity Fields for Flow-Based Object Manipulation

    Jun 22, 2026Koki Seno, Daichi Yashima, Yusuke Takagi +2Flow MatchingCross-Embodiment Robot Learning

    Keio University, Japan

  10. One-Step Flow Matching for Generative Modeling of Path-Dependent Physical Fields

    Jun 22, 2026Yijing Zhou, Jasmin JelovicaFlow MatchingStructural Mechanics

    aDepartment of Mechanical Engineering, The University of British Columbia, Vancouver, Canada · bDepartment of Civil Engineering, The University of British Columbia, Vancouver, Canada

  11. NullFlow: One-Step Generative Reconstruction

    Jun 21, 2026Xiao Shi, Edward P. Chandler, Chicago Y. Park +2Flow MatchingImage Reconstruction

    Computational Imaging Group (CIG) · Washington University in St. Louis

  12. FlowDPG: Deterministic Policy Gradient on Flow Matching Policies for Real-World Manipulation

    Jun 21, 2026Kexin Shi, Junyao Shi, Poorvi Hebbar +5Flow MatchingPolicy Gradient

    Skild AI · Carnegie Mellon University · University of Pennsylvania

  13. Patched Flow Matching: Generative Wall-Pressure Reconstruction Beyond Training-Domain Scales from Sparse Sensors

    Jun 20, 2026Meet Hemant Parikh, Yi Liu, Jian-Xun WangFlow MatchingGenerative Modeling

    aSibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY · bDepartment of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, IN

  14. CurvSegFlow: Time-Conditioned Flow Matching for Robust Segmentation of Curvilinear Structures in Noisy Biomedical Images

    Jun 19, 2026Sidi Mohamed Sid'El Moctar, Achraf Ait Laydi, Alexandre Beber +4Flow MatchingImage Segmentation

    CNRS, Univ. Rennes, Institute of Genetics and Development of Rennes (IGDR), Rennes, France · TIAD Laboratory, Sciences and Technology Faculty, Sultan Moulay Slimane Univ, Beni Mellal, Morocco · Institute of Biotechnology, Czech Academy of Sciences, Vestec, Czech Republic

  15. Intrinsic Flow Matching on Quantum Pure-State Manifolds with Phase-Aligned Transport

    Jun 19, 2026Jian Xu, Delu Zeng, John Paisley +1Flow MatchingQuantum Generative Modeling

    RIKEN iTHEMS · RIKEN AIP · South China University of Technology +1

  16. B[FM]2^2: Brain Foundation Model via Flow Matching with SplitUNet

    Jun 18, 2026Jaedong Hwang, Kathleen Zhang, Wei Dai +5Flow MatchingEEG Decoding

    Massachusetts Institute of Technology · KU Leuven

  17. 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

  18. FlowMaps: Modeling Long-Term Multimodal Object Dynamics with Flow Matching

    Jun 18, 2026Francesco Argenziano, Miguel Saavedra-Ruiz, Sacha Morin +3Flow MatchingRobot Navigation

    Sapienza University of Rome, Rome, Italy · Universit´e de Montr´eal, Montr´eal, QC, Canada · Mila - Quebec AI Institute, Montr´eal, QC, Canada

  19. Frequency-Aware Flow Matching for Continuous and Consistent Robotic Action Generation

    Jun 18, 2026Jianing Guo, Fangzheng Chen, Zihao Mao +12Robotic ControlFlow Matching

    Beihang University · PKU-Psibot Lab · The Chinese University of Hong Kong +3

  20. CrossFlow: One-Step Generation Across Latent and Pixel Spaces

    Jun 18, 2026Xiyuan Wang, Xiao Zhang, Yang Li +4Flow MatchingLatent Diffusion Models

    Institute for Artificial Intelligence, Peking University · Tencent · Fudan University

  21. Flow Map Denoisers: Traversing the Distortion-Perception Plane for Inverse Problems

    Jun 18, 2026Nicolas Zilberstein, Morteza Mardani, Santiago SegarraFlow MatchingFlow Map Learning

    Rice University · NVIDIA Inc.

  22. Learning When to Denoise: Optimizing Asynchronous Schedules for Latent Diffusion

    Jun 18, 2026Bingshuo Qian, Xiang ChengFlow MatchingLatent Diffusion Models

    Department of Electrical and Computer Engineering Duke University

  23. Invertible Neural Network Adapter for One-Step Flow Matching in Robot Manipulation

    Jun 17, 2026Yu Zhang, Kangyi Ji, Yongxiang Zou +3Invertible Neural NetworksFlow Matching

  24. The Reward Was in Your Data All Along: Correcting Flow Matching with Discriminator-Guided RL

    Jun 17, 2026Nicolas Beltran-Velez, Felix Friedrich, Zhang Xiaofeng +4Flow MatchingReinforcement Learning

    FAIR at Meta · Columbia University · Mila – Québec AI Institute +3

  25. FlowObject: Flow Steering for Bridging Generative Priors and Reconstruction Fidelity

    Jun 17, 2026Yuchen Rao, Xuqian Ren, Yinyu Nie +4Flow Matching3D Reconstruction

    Graz University of Technology Austria · Tampere University Finland · Technical University of Munich Germany +3

  26. Test-Time Adaptation in Optical Coherence Tomography Using Trajectory-Aligned Time-Independent Flow

    Jun 17, 2026Veit Hucke, Thomas Pinetz, Gregor Reiter +2Flow MatchingMedical Imaging

    Institute of Artificial Intelligence, Center for Medical Data Science, Medical University of Vienna, Austria · Comprehensive Center for Artificial Intelligence in Medicine, Medical University of Vienna, Austria · Department of Ophthalmology and Optometry, Medical University of Vienna, Austria +1

  27. Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction

    Jun 17, 2026YuCheng Tang, Wen Yan, Alexander Ng +13Flow MatchingMagnetic Resonance Imaging

    UCL Hawkes Institute and Department of Medical Physics and Biomedical Engineering, University College London, UK · Division of Surgery and Interventional Science, University College London, UK · Centre for Medical Imaging, University College London, UK +5

  28. SpectralDiT: Timestep-Conditioned Spectral Residual Correction for Flow-Matching DiTs

    Jun 17, 2026Jiayu TianFlow MatchingDiffusion Transformer

    Peking University

  29. Uncertainty Quantification for Flow-Based Vision-Language-Action Models

    Jun 16, 2026Ralf Römer, Maximilian Seeliger, Saida Liu +5Flow MatchingUncertainty Estimation for VLA Models

    TU Munich · ETH Zurich · TU of Munich +1

  30. FlowMPC: Improving Flow Matching policies with World Models

    Jun 15, 2026Chandon HamelFlow MatchingWorld Model-Based Planning

    Stanford University