Conditional Flow Matching

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10 papers in the last four weeks, up 233% on the four weeks before. 0.1% of all new papers.

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  1. Finsler Flow Matching: Dynamics-Aware Geodesic Interpolation for Single-Snapshot Trajectory Inference

    Oct 8, 2026Niklas Canova, Jonas Simon FleckFlow-Based Generative ModelingSingle-Cell Transcriptomics

    Institute of Human Biology (IHB), Roche, Basel, Switzerland

  2. Conditional Flow Matching for Generation of 3D Multi-variable Instantaneous Urban Microclimate Fields

    Oct 7, 2026Peng Liu, Shaoxiang Qin, Theodore Potsis +3Computational Fluid DynamicsConditional Flow Matching

    Concordia University, Centre for Zero Energy Building Studies, Department of Building, Civil and Environmental Engineering, Montreal H3G 1M8, Canada · McGill University, School of Computer Science, Montreal, H3A 0E9, Canada

  3. MUNITE: Unified Multimodal Latent Inference for Any-to-Any Multimodal Generation

    Oct 7, 2026Kyeongmin Yeo, Minhyuk SungMultimodal GenerationUnified Multimodal Models

    KAIST

  4. Conditional Flow Matching for Transport Between Markov Processes

    Oct 5, 2026Syamantak Kumar, Dheeraj Nagaraj, Saptarshi Roy +1Conditional Flow MatchingDomain Adaptation

    The University of Texas at Austin, Department of Computer Science · Google Deepmind · Mohamed bin Zayed University of Artificial Intelligence, CMS Division +1

  5. Conditional Flow Matching for Single-Neuron Electrophysiology: Capturing Multimodal Responses Across Stimuli

    Oct 5, 2026Cameron Schofield, Luca Ghafourpour, Philip H. Wong +2Neural Surrogate ModelingConditional Flow Matching

    University of Cambridge · Cedars-Sinai Medical Center · California Institute of Technology +1

  6. MercerFlow: Flow Matching in a Kernel-Induced Latent Space for Probabilistic Forecasting

    Oct 5, 2026Ilya Kuleshov, Egor Serov, Alexey ZaytsevMultivariate Time Series ForecastingConditional Flow Matching

    Applied AI Institute Moscow, Russia

  7. Unsupervised Domain Adaptation for Enhanced Radiometer Image Precipitation Estimation using Conditional Flow Matching

    Oct 1, 2026Victor Enescu, Assaad Zeghina, Matthieu Meignin +2Remote Sensing Image UnderstandingUnsupervised Domain Adaptation

    LATMOS/IPSL, UVSQ Universit´e Paris-Saclay, Sorbonne Universit´e, CNRS Guyancourt, France · ARCHES Team, Inria Paris, France

  8. GRFBrain: Graph-Structured Rectified Flows for EEG Dynamic Modeling

    Sep 29, 2026Haohui Jia, Zheng Chen, Jathurshan Pradeepkumar +4ElectroencephalographyFunctional Connectivity

    Faculty of Information Science and Technology, Hokkaido University, Japan · SANKEN, The University of Osaka, Japan · Department of Computer Science, University of Illinois Urbana-Champaign, USA +1

  9. DRIFT: Disentangled Responsive-Invariant Flow Transport for Single-Cell Perturbation Prediction

    Sep 28, 2026Mustapha Bounoua, Giulio Franzese, Pietro MichiardiDisentangled Representation LearningConditional Flow Matching

    Department of Data Science EURECOM, France

  10. Harmonizing Spectral Evolution in Conditional Flow Matching for TTS

    Sep 28, 2026Isha Pandey, Varad Deshpande, Abhijat Bharadwaj +1TTS SynthesisConditional Flow Matching

    Indian Institute of Technology Bombay

  11. GeoCFM: Positive-Only Conditional Flow Matching for Mineral Occurrence Sampling

    Sep 28, 2026Moshe Eliasof, Eldad HaberConditional Flow MatchingGeospatial Reasoning

    Faculty of Computer and Information Science, Ben-Gurion University of the Negev, Israel · Department of Earth, Ocean and Atmospheric Sciences, University of British Columbia, Canada

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

    Sep 28, 2026Jian XuFlow MatchingConditional Flow Matching

    RIKEN

  13. Distillation for Efficient Multitask Manipulation Policies via Conditional Flow Matching

    Sep 23, 2026Shreya Deshmukh, Imen Mahdi, Nick Heppert +1Conditional Flow MatchingMulti-Task Robotic Manipulation

    Department of Computer Science, University of Freiburg, Germany.

  14. FIRM: Flow-based Imaging via Regularized Minimization

    Sep 11, 2026Shirin Shoushtari, Edward P. Chandler, Xiao Shi +1Conditional Flow MatchingImage Reconstruction

    WashU · UW-Madison

  15. UBone3D: Physics-Rectified Conditional Flow Matching for Anatomical 3D Shape Completion from Ultrasound

    Sep 11, 2026Weiying Chen, Yuchong Gao, Siyuan Li +3Physics-Informed Generative ModelingPoint Cloud Completion

    University of Alberta, Edmonton, AB, Canada

  16. BridgeMatch: Conditional Transport Bridges in Matching Matrix Space for 3D Deformable Registration

    Sep 10, 2026Qianliang Wu, Haobo Jiang, Guangwei Gao +5Conditional Flow MatchingNon-Rigid Shape Correspondence

    Nantong University · Nanyang Technological University · Nanjing University of Science and Technology +2

  17. Text-guided flow matching enables sample-efficient crystal structure generation

    Sep 1, 2026Wentao LiConditional Flow MatchingCrystal Structure Prediction

    1Tsinghua University

  18. Conditional Flow Matching for Cross-Field MRI Harmonisation

    Sep 1, 2026Baris Imre, Aram Salehi, Levente Baljer +3Conditional Flow MatchingMagnetic Resonance Imaging

    Division of Image Processing, Department of Radiology, Leiden University Medical Center · Department of Human Genetics, Radboud University Medical Center · Department of Radiology, Leiden University Medical Center +2

  19. Conditional Flow Matching for ML-Based Inverse Design Problems

    Sep 1, 2026Juliana Felder, Milad Habibi, Soheyl Massoudi +1Conditional Flow MatchingConstrained Optimization

    ETH Zürich · University of Maryland, College Park

  20. Learning Standard Model structure from LHC data with Riemannian flow matching

    Jul 17, 2026Midori Kato, Kevin A. Urquía-Calderón, Inar Timiryasov +1Constrained Generative ModelingFlow Matching

    Niels Bohr Institute, University of Copenhagen, Jagtvej 155A, DK-2200, Copenhagen, Denmark

  21. Velocity Scheduled Flow Matching

    Jul 13, 2026Vitalii BondarFlow MatchingConditional Flow Matching

    Cherkasy State Technological University Cherkasy, Ukraine

  22. ReGen: Hierarchical Multi-Prompt Representation Generation for Efficient Waveform Diffusion Models

    Jul 10, 2026Sang-Hoon Lee, Ha-Yeong ChoiAudio Representation LearningLatent Diffusion Models

    Department of Artificial Intelligence, Ajou University, Suwon, Korea · KT Corp., Seoul, Korea

  23. A Geometric Perspective on Composable Emotion Steering in Text-to-Speech Models

    Jul 1, 2026Siyi Wang, James Bailey, Ting DangLanguage Model SteeringConditional Flow Matching

    The University of Melbourne, Australia · Monash University, Australia

  24. Solving Inverse Problems of Chaotic Systems with Bidirectional Conditional Flow Matching

    Jun 23, 2026Peiyan Hu, Jian Zhang, Jiashu Pan +6Simulation-Based InferenceConditional Flow Matching

    Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, 100190, China. · Department of Artificial Intelligence, School of Engineering, Westlake University, Hangzhou, Zhejiang, 310030, China. · School of Astronomy and Space Sciences, Chinese Academy of Sciences, Beijing, 100049, China. +4

  25. NeuroSonic: Conditional Flow Matching for EEG-to-Speech Reconstruction

    Jun 23, 2026Wenhao Gao, Yifan Wang, Yijia Ma +3Conditional Flow MatchingEEG Decoding

    Stony Brook University, Stony Brook, NY, USA · University of Texas Health Center at Houston, Houston, TX, USA · Emory University, Atlanta, GA, USA

  26. Decision-Weighted Flow Matching for Contextual Stochastic Optimization

    Jun 15, 2026Jize Xie, Haomiao Wu, Qiang Chen +2Stochastic OptimizationConditional Flow Matching

    Department of Industrial Engineering and Decision Analytics Hong Kong University of Science and Technology

  27. Emyx: Fast and efficient all-atom protein generation

    Jun 12, 2026Nicholas J. Williams, Ward Haddadin, Matteo P. Ferla +6Conditional Flow Matching3D Molecular Generation

    Xyme, Oxford, UK

  28. Flow Matching for Convective-Scale Precipitation Downscaling

    May 29, 2026Tom WetherellFlow MatchingConditional Flow Matching

    Met Office

  29. From Snapshots to Trajectories: Learning Single-Cell Gene Expression Dynamics via Conditional Flow Matching

    May 21, 2026Siyu Pu, Qingqing Long, Xiaohan Huang +7Latent Dynamics ModelingConditional Flow Matching

    Computer Network Information Center, Chinese Academy of Sciences · University of California, Los Angeles

  30. Multi-Fidelity Flow Matching: Cascaded Refinement of PDE Solutions

    May 15, 2026Sipeng Chen, Junliang Liu, Hewei Tang +1Surrogate ModelingConditional Flow Matching

    Department of Computer Science, Florida State University · Department of Materials Science and Engineering, Florida State University · Hildebrand Department of Petroleum and Geosystems Engineering, The University of Texas at Austin