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flow matching 12 papers this week · -13% WoW

papers mentioning "flow matching" in title/abstract · 30d window

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Latest Papers

#TitleAuthorsCatDate
1Scout-Refine-Correct: Teaching Flow Models to Refine Their Own SamplesSergey Karpukhin, Aibek Alanovcs.CV2026-10-30
2VariaFlow: Uncertainty-Aware Flow Matching for Unsupervised Anomaly DetectionArnela Hadzic, Martin Urschler, Cosmin I. Berceacs.CV2026-10-30
3Bayesian PET Reconstruction with Learned Flow Matching Priors via Langevin SamplingHengjia Ran, Huafeng Liu, Bo Zhaoeess.IV2026-10-30
#4Transferring Peptide-Target Interaction Patterns to Small Molecules by Joint Guidance for Diffusion and Flow MatchingJian Lee, Changyun Cho, Sun Kimcs.LG2026-10-30
#5Coarse-Graining Optimal Transport for Rollout-Free Post-Training of Flow MatchingSoon Hoe Lim, Aditi Gupta, Michael W. Mahoney +1stat.ML2026-10-30
#6FlowMoDE: Coarse-to-fine Flow Matching for Detail-aware Sim-to-Real Monocular Depth EstimationLiangjing Shao, Wanhao Liu, Jinsong Lin +2cs.CV2026-10-30
#7Framework-Conditional Open Materials GenerationMaya M. Martirossyan, Hillary Pan, Philipp Höllmer +1cs.LG2026-10-29
#8SynthFaces: Balanced Large Scale Human DatasetSergey Karpukhin, Denis Bobkov, Kirill Morozov +1cs.CV2026-10-29
#9SelfThinker: Self-Evolving Reasoning via Reliability-Verified Intrinsic Visual ThoughtsZhangquan Chen, Ruqi Huangcs.CV2026-10-29
#10Coupled Guidance for Flow MatchingMateo Clémente, Léo Maxime Brunswic, Rui Heng Yang +1cs.LG2026-10-29
#11Learning Safe Flow Matching Robot Policies from Binary Feasibility OraclesJianming Ma, Rongjun Jin, Yizhi Chen +1cs.RO2026-10-29
#12AegisFlow: Training-Free Non-Myopic Path-Safe Guided Flow MatchingKunpeng Liu, Boshi Zhang, Keyou Youcs.AI2026-10-29
#13MOSAIC-Flow: Orthogonal-Axis and Status-Conditioned Fusion for Missing-Sequence Completion in Brain Tumor MRIPengli Zhu, Zhihao Peng, Yixuan Yuancs.CV2026-10-29
#14FFAI: Flow Matching with Feedback Training and Adaptive Initialization for CT ReconstructionJigang Duan, Heran Wang, Genwei Ma +1cs.CV2026-10-29
#15Logical Guidance of Stochastic InterpolantsGerrit Gerhartz, Francesco Alesiani, Jonathan Warrell +3cs.LG2026-10-28
#16AtomSteer: Test-Time Constraint Steering for Atomistic Generative ModelsPengfei Cai, Katharina S. C. Jäger, Utkarsh Utkarsh +4cs.LG2026-10-28
#17Beyond Reachability: When Edit Order Preserves Couplings in Graph Flow MatchingZilin Li, Zixing Songcs.IT2026-10-28
#18NAGO: Noise-Aware Generative Operator via Flow MatchingGuanyu Chen, Shengze Xu, Pengwei Liu +5cs.LG2026-10-28
#19A Tutorial on Generative Models for Music AudioMateusz Modrzejewski, Joanna Kurkowska, Dorien Herremanseess.AS2026-10-28
#20Physics-Guided Flow Matching: A Generative AI Framework for Global Total Electron Content ForecastingSi-Tong Yang, Feng Ye, Xian Lu +2cs.LG2026-10-27
#21TOPS: Reshaping Flow Source and Transport for Multi-Task Robot ManipulationTuo An, Chuhao Zhou, Jiahua Dong +4cs.RO2026-10-27
#22HELICS: Biobank-scale Conditional Synthetic Genome Generation via Latent Flow MatchingAhmad Abdel-Azim, Xihong Linq-bio.GN2026-10-26
#23CounterFlow: Target-Conditioned Flow Matching for Visual CounterfactualsPaul Sevellec, Elisa Fromont, Romaric Gaudel +3cs.LG2026-10-26
#24Active Learning of Conditional Generative Models via the Transport Neural Tangent KernelJayoung Ryu, Kyunghyun Cho, Romain Lopezcs.LG2026-10-26
#25A JiT-Based Denoising Defense Method Against Adversarial Examples for Radio Signal Automatic Modulation ClassificationShiwei Liu, Linyuan Wang, Nuolin Sun +2cs.LG2026-10-26
#26PosePlaner: Denoising Any Feed-Forward Pose Predictor from Pairwise Planar GeometryYihang Chen, Bin Tan, Yujun Shen +2cs.CV2026-10-26
#27Transporting Quantiles to Codebook: Scalable Vector Quantization without Codebook CollapseYuwei Zeng, Zekun Shics.LG2026-10-26
#28FlockWorld: Toward Population-Scale Multi-Agent Video World Models through Artificial Life SimulationMeryem Koksal, Yunzhe Wang, Volkan Ustuncs.CV2026-10-25
#29EditDistill: Is It Possible to Guide Video Editing with Image Editing?Guojun Lei, Hong Li, Hongbing Yang +3cs.CV2026-10-25
#30How Geometry Shapes Generative Model Evaluation on Riemannian ManifoldsMisha Oberski, Valentijn Oldenburg, Xanthos Kekkos +6cs.LG2026-10-24
#31H-GLow: Accelerating Graph Generation via Hazard-Guided Discrete Flow MatchingSirine Ayadi, Stephan Günnemanncs.LG2026-10-24
#32Nowcasting aerosol particle size distributions from PM2.5 with physics-regularized flow matchingZhi-Song Liu, Jenni Köykkä, Wenqing Peng +3cs.LG2026-10-24
#33Climate downscaling with likelihood functional flow matchingZhi-Song Liu, Helmi Toropainen, Michael Boycs.LG2026-10-24
#34Flownomaly: Single-Step Conditional-Mean Recovery for Few-Shot Anomaly DetectionBernardo Perrone Ribeiro, Erkut Akdag, Egor Bondarevcs.CV2026-10-23
#35Cross-Scenario Controller Parameter Transformation from Real-World Driving Data through Flow MatchingChristian Zink, Maik Pfefferkorn, Eric Lenz +2eess.SY2026-10-23
#36Trajectory Matching: Discrete Flow Matching with Structured ActionsNiklas Kemper, Marten Lienen, David Lüdke +1cs.LG2026-10-23
#37Past as State, Present as Attention: Persistent-State Blockwise Flow Matching for Long-Horizon Co-Speech Motion GenerationYi Liu, Xiangyue Zhang, Jianfang Li +3cs.CV2026-10-23
#38Representation Learning via Composite Subspace Flow MatchingJosé Afonso, Mário Figueiredocs.CV2026-10-23
#39Cola2: Co-Adaptive Hierarchical Language Modeling with Continuous Semantic Compression and Balanced Discrete GenerationHongcan Guo, Yian Zhao, Feng Wang +4cs.CL2026-10-22
#40GLOW-FM: Efficient Generative Low-Light Image Enhancement with One-Step Latent Flow MatchingAriel Lapid, Yuval Haitman, Reuven Peretz +2cs.CV2026-10-22
#41Learning Domain Trajectories with Flow Matching for Gradual Domain AdaptationYubo Huang, Yushe Cao, Zixi Wang +4cs.LG2026-10-22
#42Velocity Ambiguity Profiles: Time-Resolved Bayes-Risk Diagnostics for Flow MatchingYunpeng Mei, Xiaowen Zhu, Chenyu Wang +5cs.LG2026-10-21
#43DewHand: Direct Metric World-Space Hand Motion Reconstruction from Egocentric VideosNaru Suzuki, Satoshi Ikehata, Takehiko Ohkawa +2cs.CV2026-10-21
#44Compositional neural networks for multimodal X-ray and neutron scattering inversionValentin Munteanu, Alexander Hinderhofer, Dmitry Lapkin +2cs.LG2026-10-21
#45CRAB: Cuboid-based Representation for As-built BIM from Point CloudsHaoran Xiong, Jing Wang, Shanshan Pan +3cs.CV2026-10-21
#46ROCOCO: Robust Outline Completion of Occluded Curvilinear ObjectsKen Zheng, Jaimyn Drakecs.CV2026-10-21
#47Value-Rectified Distillation for Flow-based Offline Reinforcement LearningKe Jiang, Wen Jiang, Yoshinobu Kawahara +1cs.LG2026-10-21
#48StyleStream 2.0: Fast and Controllable Streaming Voice Style ConversionYisi Liu, Nicholas Lee, Gopala K. Anumanchipallics.SD2026-10-20
#49Minimax-Optimal Predictive Flow Matching under Distribution DriftAadithya Srikanth, Vaneet Aggarwalcs.LG2026-10-20
#50JUICE: Unified Multimodal Modeling in Pretrained Representation SpacesJiahan Li, Huangyuan Su, Shengbang Tong +9cs.CV2026-10-20

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