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. MotionHiFlow: Text-to-motion via hierarchical flow matching

    Apr 25, 2026Heng Li, Xiaotong Lin, Ling-An Zeng +3Flow MatchingText-to-Motion Generation

    Sun Yat-sen University · Shandong University · Guangdong Province Key Laboratory of Information Security Technology, China +1

  2. Null-Space Flow Matching for MIMO Channel Estimation in Latency-Constrained Systems

    Apr 23, 2026Junjie Zhao, Guangming Liang, Dongzhu Liu +1Flow MatchingEfficient Inference

    College of Electronic Information and Optical Engineering, Nankai University · School of Computing Science, University of Glasgow · School of Natural and Computing Science, University of Aberdeen

  3. WFM: 3D Wavelet Flow Matching for Ultrafast Multi-Modal MRI Synthesis

    Apr 22, 2026Yalcin Tur, Mihajlo Stojkovic, Ulas BagciFlow MatchingBraTS

    Department of Computer Science, Stanford University, Stanford, CA, USA · Machine and Hybrid Intelligence Lab, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA

  4. On the Role of Strain and Vorticity in Numerical Integration Error for Flow Matching

    Apr 22, 2026Chenxi Tao, Seung-Kyum ChoiFlow MatchingJacobian Regularization

    Georgia Institute of Technology

  5. Tokenised Flow Matching for Hierarchical Simulation Based Inference

    Apr 22, 2026Giovanni Charles, Cosmo Santoni, Seth Flaxman +1Flow MatchingSimulation-Based Inference

    Imperial College London, London, United Kingdom · University of Oxford, Oxford, United Kingdom

  6. Stability-Driven Motion Generation for Object-Guided Human-Human Co-Manipulation

    Apr 22, 2026Jiahao Xu, Xiaohan Yuan, Xingchen Wu +3HOI GenerationFlow Matching

    1Tianjin University · 2National University of Singapore · 3Sichuan University

  7. Semi-Supervised Flow Matching for Mosaiced and Panchromatic Fusion Imaging

    Apr 22, 2026Peiming Luo, Nan Wang, Litong Liu +4Flow MatchingMulti-Source Image Fusion

    Southeast University · Hunan University

  8. Frequency-Forcing: From Scaling-as-Time to Soft Frequency Guidance

    Apr 21, 2026Weitao DuFlow MatchingImage Generation

    DAMO Academy

  9. MedFlowSeg: Flow Matching for Medical Image Segmentation with Frequency-Aware Attention

    Apr 21, 2026Zhi Chen, Runze Hu, Le ZhangFlow MatchingMedical Image Segmentation

    School of Engineering, University of Birmingham · School of Public Health, Peking University

  10. Allo{SR}2^2: Rectifying One-Step Super-Resolution to Stay Real via Allomorphic Generative Flows

    Apr 21, 2026Zihan Wang, Xudong Huang, Junbo Qiao +4Flow MatchingDiffusion Model Distillation

    East China Normal University · Huawei Foundation Model Dept. · Key Laboratory of Advanced Theory and Application in Statistics and Data Science

  11. Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation

    Apr 20, 2026Chenxi Zhao, Chen Zhu, Xiaokun Feng +6Flow MatchingRepresentation Learning

    College of Computer Science, Nankai University · AMAP, Alibaba Group

  12. Fisher Decorator: Refining Flow Policy via a Local Transport Map

    Apr 20, 2026Xiaoyuan Cheng, Haoyu Wang, Wenxuan Yuan +4Flow MatchingOffline RL

    University College London · Shanghai Jiao Tong University · Imperial College London +3

  13. OFlow: Injecting Object-Aware Temporal Flow Matching for Robust Robotic Manipulation

    Apr 20, 2026Kuanning Wang, Ke Fan, Chenhao Qiu +5VLM RobustnessFlow Matching

    Fudan University Shanghai, China · University of Southern California Los Angeles, CA, USA · KAUST Saudi Arabia

  14. OmniVLA-RL: A Vision-Language-Action Model with Spatial Understanding and Online RL

    Apr 20, 2026Haoxiang Jie, Yaoyuan Yan, Xiangyu Wei +4Flow MatchingPolicy Optimization

    1AI Lab, Country Garden Services · 3VBot · 2Omni AI +1

  15. FlowC2S: Flowing from Current to Succeeding Frames for Fast and Memory-Efficient Video Continuation

    Apr 19, 2026Hovhannes Margaryan, Quentin Bammey, Christian SandorFlow MatchingText-to-Video Generation

    Team ARAI, Universit´e Paris-Saclay, CNRS, LISN, France · LTCI, T´el´ecom Paris, Institut Polytechnique de Paris, France

  16. FlowRefiner: Flow Matching-Based Iterative Refinement for 3D Turbulent Flow Simulation

    Apr 18, 2026Yilong Dai, Yiming Sun, Yiheng Chen +3Flow MatchingNeural PDE Solvers

    University of Alabama · University of Pittsburgh

  17. Can We Build Scene Graphs, Not Classify Them? FlowSG: Progressive Image-Conditioned Scene Graph Generation with Flow Matching

    Apr 18, 2026Xin Hu, Ke Qin, Wen Yin +3Scene Graph GenerationFlow Matching

    The Laboratory of Intelligent Collaborative Computing of UESTC · Monash University · Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ)

  18. The Amazing Stability of Flow Matching

    Apr 17, 2026Rania Briq, Michael Kamp, Ohad Fried +2Flow MatchingGenerative Modeling

    Forschungszentrum Jülich · TU Dortmund · Lamarr Institute +4

  19. Frequency-Aware Flow Matching for High-Quality Image Generation

    Apr 16, 2026Sucheng Ren, Qihang Yu, Ju He +3Flow MatchingConditional Image Generation

    Johns Hopkins University · ByteDance

  20. RelativeFlow: Taming Medical Image Denoising Learning with Noisy Reference

    Apr 16, 2026Yuxin Liu, Yiqing Dong, Wenxue Yu +4Flow MatchingImage Denoising

    School of Computer Science and Engineering, Southeast University, China · Department of Optical Sciences, University of Arizona, USA · School of Instrument Science and Engineering, Southeast University, China +1

  21. One-Shot Generative Flows: Existence and Obstructions

    Apr 16, 2026Panos Tsimpos, Daniel Sharp, Youssef MarzoukFlow MatchingOne-Step Generative Modeling

    Operations Research Center · Massachusetts Institute of Technology · Cambridge, MA 02139 +2

  22. LeapAlign: Post-Training Flow Matching Models at Any Generation Step by Building Two-Step Trajectories

    Apr 16, 2026Zhanhao Liang, Tao Yang, Jie Wu +2Diffusion Model AlignmentFlow Matching

    1The Australian National University · 2ByteDance Seed

  23. Towards Faster Language Model Inference Using Mixture-of-Experts Flow Matching

    Apr 16, 2026Aihua LiNon-Autoregressive Text GenerationFlow Matching

    Duke University

  24. Training-Free Refinement of Flow Matching with Divergence-based Sampling

    Apr 6, 2026Yeonwoo Cha, Jaehoon Yoo, Semin Kim +3Flow MatchingT2I Generation

    KAIST

  25. TORA: Topological Representation Alignment for 3D Shape Assembly

    Apr 5, 2026Nahyuk Lee, Zhiang Chen, Marc Pollefeys +1Flow Matching3D Shape Generation

    Independent Researcher · ETH Zurich · ETH AI Center

  26. SemConFlow: Semantic Grounding of Holistic Co-Speech Gesture Generation with Contrastive Flow-Matching

    Mar 27, 2026Lanmiao Liu, Esam Ghaleb, Aslı Özyürek +1Multimodal GroundingFlow Matching

    Max Planck Institute for Psycholinguistics · Donders Institute for Brain Cognition and Behaviour · Utrecht University

  27. Generative Inverse Design with Abstention via Diagonal Flow Matching

    Mar 16, 2026Miguel de Campos, Werner Krebs, Hanno GottschalkFlow MatchingUncertainty Quantification

    Institute of Mathematics, TU Berlin · Siemens Energy

  28. Safe Flow Q-Learning: Offline Safe Reinforcement Learning with Reachability-Based Flow Policies

    Mar 16, 2026Mumuksh Tayal, Manan Tayal, Ravi PrakashFlow MatchingOffline RL

    Indian Institute of Science, India

  29. WiT: Waypoint Diffusion Transformers for Alleviating Trajectory Conflict in Pixel-Space Image Generation

    Mar 16, 2026Hainuo Wang, Mingjia Li, Xiaojie GuoFlow MatchingDiffusion Transformer

    College of Intelligence and Computing, Tianjin University, Tianjin 300350, China

  30. Mask2Flow-TSE: Two-Stage Target Speaker Extraction with Masking and Flow Matching

    Mar 13, 2026Junwon Moon, Seungbeom Kim, Hansol Park +4Target Speaker ExtractionFlow Matching

    Sungkyunkwan University · University of Seoul