Distribution Matching

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10 papers in the last four weeks, with none the four weeks before. 0.1% of all new papers.

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  1. DMAD: Distribution Matching as Adversarial Distillation for Fast Visual Generation

    Oct 1, 2026Zhengming Yu, Junkun Yuan, Haotian Yang +8Distribution Matching DistillationDataset Distillation

    Texas A&M University · Intelligent Creation, ByteDance

  2. Robust and Learned Online Matching in Growing Trees

    Sep 30, 2026Marek Gałązka, Hanna WdowickaDistribution MatchingBellman Equation

    Faculty of Mathematics and Computer Science, Adam Mickiewicz University, Poznań, Poland · Department of Statistics, Poznań University of Economics and Business, Poznań, Poland

  3. Fast and Scalable Multi-Agent Distribution Matching via Partitioned Optimal Transport

    Sep 30, 2026Kooktae Lee, Ruchika SinghDistribution MatchingLatent Transport

    Department of Mechanical and Aerospace Engineering, Texas Tech University, Lubbock, TX 79409, USA

  4. Rethinking Personalized Generation: Test-Time Alignment via Factorized Ranking Models

    Sep 28, 2026Qiyao Ma, Junshan Zhang, Zhe ZhaoLarge Language Model PersonalizationLarge Language Model Reranking

    University of California, Davis

  5. XMatch: Enhancing Covariate-Aware Time Series Forecasting through Tree-Structured Exogenous Matching

    Sep 28, 2026Ziyang Zhang, Hanyin Cheng, Xiangfei Qiu +3Distribution MatchingSimilarity and Metrics

    East China Normal University

  6. From Preference to Reciprocity: Decentralized Matching with Empirically Grounded LLM-agent Based Modeling

    Sep 28, 2026Wangxuan Fan, Xiaoyu Nie, Zhoutian Shi +5Distribution MatchingGame Theory

    The Chinese University of Hong Kong, Shenzhen

  7. The Double-Edged Sword of Information: Revealed versus Hidden Lotteries in School Choice

    Sep 28, 2026Parinaz Naghizadeh, Jingyan WangLotteriesDistribution Matching

    University of California, San Diego · Toyota Technological Institute at Chicago

  8. Multi-Dimensional Matching

    Sep 24, 2026Irene AldridgeDistribution MatchingAgentic Commerce

  9. Spectral Amplitude Purification in Distribution Matching for Diffusion Distillation

    Sep 24, 2026Zhenyu Zhou, Can Wang, Chun Chen +2Diffusion SamplingDistribution Matching Distillation

    Zhejiang University · University of California, Berkeley

  10. Graph Matching Relaxations and Amortization for Supervised Graph Prediction

    Sep 14, 2026Federico Méndez, Paul Krzakala, Gabriel Melo +3Graph Representation LearningFused Sinkhorn-Localized Similarity

    LTCI, Télécom Paris · Institut Polytechnique de Paris · CMAP, École Polytechnique

  11. Learning Optimal Dynamic Matching via Graph Neural Networks

    Jul 31, 2026Genta Okada, Shunya Noda, Junpei Komiyama +1Distribution MatchingMatching Markets

    The University of Tokyo · Mohamed bin Zayed University of Artificial Intelligence

  12. The Zero Pattern of a Design Matrix Drives Multiple Descent in Over-parameterized Regression

    Jul 27, 2026Kevin Han Huang, Haoyu Ye, Somak Laha +1OverparameterizationCovariance

    University of Warwick · Harvard University

  13. Incremental Optimal Assignment for Real-Time Crowd Tracking

    Jul 23, 2026Ismail H. TorosluRepair-Assignment ProblemMulti-Object Tracking

    Dept. of Computer Eng., METU, Ankara, Türkiye

  14. Cluster-Aware Matching via Laplacian Optimal Transport

    Jul 17, 2026Gabriel Samberg, YoonHaeng Hur, Yuehaw Khoo +1Point Cloud RegistrationDifferentiable Optimal Transport

    Department of Applied Mathematics, Tel Aviv University · Department of Statistics, Columbia University · Department of Statistics, University of Chicago

  15. Distributional Matching for Vector Quantization: A Unified Theoretical and Empirical Framework

    Jul 17, 2026Xianghong Fang, Litao Guo, Hengchao Chen +8Residual Vector QuantizationCodebooks

    University of Toronto · The Hong Kong University of Science and Technology · Lehigh University +2

  16. DiMaS: Distribution Matching for Steering Vision-Language-Action Models

    Jul 15, 2026Pegah Khayatan, Sara Meziane, Jayneel Parekh +1Flow-Matching Vision-Language-ActionVisuomotor Control

    ISIR, Sorbonne Universit´e, Paris, France · Valeo.ai, Paris, France

  17. Privacy Attacks on Stable Marriage

    Jul 14, 2026Stephan A. Fahrenkrog-Petersen, Aleksander Figiel, Darya Melnyk +2Distribution MatchingPrivacy

    University of Liechtenstein Vaduz, Liechtenstein · TU Berlin Berlin, Germany · TU Berlin and Weizenbaum Institute Berlin, Germany

  18. Tropical Circuits with Scalar Multiplication Gates

    Jul 13, 2026Christoph Hertrich, Moritz StargallaTensor NetworksExponents

    University of Technology Nuremberg

  19. Lightning Fast Matching Dependency Discovery with Desbordante

    Jul 12, 2026Alexey Shlyonskikh, Michael Sinelnikov, Daniil Nikolaev +2Data MiningDistribution Matching

    Saint-Petersburg University Saint-Petersburg, Russia

  20. Probably Correct Optimal Stable Matching under Two-Sided Uncertainty

    Jul 6, 2026Andreas Athanasopoulos, Anne-Marie George, Christos DimitrakakisDistribution MatchingMatching Markets

    University of Neuchâtel, Neuchâtel, Switzerland · University of Oslo, Oslo, Norway

  21. A Linear Matching Bandit Approach to Online Multi-Human Multi-Robot Teaming

    Jun 28, 2026Yaohui Guo, X. Jessie Yang, Cong ShiDistribution MatchingMulti-Robot Systems

    Industrial and Operations Engineering, University of Michigan, Ann Arbor, MI 48105

  22. SENTRY: SAM2-Enhanced Neighbor-Aware and Temporally Reasoned Memory for Visual Tracking

    Jun 23, 2026Mohamad Alansari, Yonathan Michael, Hasan AlMarzouqi +3Multi-Object TrackingMemory-Augmented Framework

    Khalifa University, Abu Dhabi, UAE · University of Western Australia, Australia

  23. Statistical Matching via Schrödinger Bridge beyond Conditional Independence

    Jun 22, 2026Eunho Koo, Tongseok Lim, Jinwon SohnImputationConditional Independence

    Department of Big Data Convergence Chonnam National University · Mitch Daniels School of Business Purdue University · Booth School of Business University of Chicago

  24. Learn to Match: Two-Sided Matching with Temporally Extended Feedback

    Jun 4, 2026Haijing Zong, Yancheng Liang, Boyang Zhou +1Distribution MatchingMatching Markets

    Department of Economics, University of Washington, Seattle, United States · Paul G. Allen School of Computer Science & Engineering, University of Washington, Seattle, United States

  25. Ranking vs. Assignment: The Metric Mismatch in Multi-View Object Association

    Jun 1, 2026Matvei Shelukhan, Timur Mamedov, Aleksandr Chukhrov +1Multi-ViewComputer Vision

    Tevian Moscow, Russia · Lomonosov Moscow State University Moscow, Russia

  26. NBQ: Next-Best-Question for Dynamic Profiling

    May 30, 2026Yimin Shi, Clarice Wang, Haixun Wang +1ProfileDistribution Matching

    National University of Singapore Singapore, Singapore · University of Pennsylvania Philadelphia, PA, USA · EvenUp San Francisco, CA, USA

  27. DistMatch: Adaptive Binning via Distribution Matching for Robust Sequential Conformal Prediction

    May 30, 2026Enver Menadjiev, Jihyeon Seong, Jisu Yeo +1Online Conformal PredictionPose-Based Bin-Picking Pipeline

    Korea Advanced Institute of Science and Technology, South Korea · INEEJI, South Korea

  28. Operationalizing Individual Fairness via Gradient Descent and Bradley-Terry Models

    May 22, 2026Conlan Olson, Linjun Zhang, Zhun Deng +1Algorithmic FairnessAlgorithmic Cores

    Columbia University · Rutgers University · UNC Chapel Hill +1

  29. π0π_0-EqM: Equilibrium Matching for Closed-Loop Vision-Language-Action Control

    May 22, 2026Huanming Liu, Congsheng Xu, Jianmin Ji +1Flow-Matching Vision-Language-ActionVision-Language-Action Framework

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

  30. Effective User-defined Keyword Spotting with Dual-stage Matching, Multi-modal Enrollment, and Continual Adaptation

    May 21, 2026Zhiqi Ai, Han Cheng, Shiyi Mu +3Keyword SpottingAutomatic Speaker Verification

    Shanghai University, Shanghai 200444, China · New York University, New York, NY 10012 USA · Xi’an Jiaotong-Liverpool University, Suzhou 215000, China

  31. Multi-Dimensional Matching in Market Design

    May 19, 2026Irene AldridgeDistribution MatchingMatching Markets

    Irene Aldridge

  32. Beyond Mode Collapse: Distribution Matching for Diverse Reasoning

    May 19, 2026Xiaozhe Li, Yang Li, Xinyu Fang +10Kullback-Leibler DivergenceCollapse

    1Tongji University, China · 6Independent · 2Shanghai AI Laboratory, China +3

  33. A Distribution Matching Approach to Neural Piano Transcription with Optimal Transport

    May 17, 2026Weixing Wei, Raynaldi Lalang, Dichucheng Li +1Multi-Instrument Music TranscriptionTransfer Learning

    Graduate School of Informatics, Kyoto University, Japan · Graduate School of Engineering, Kyoto University, Japan · Independent Researcher, Hong Kong, China

  34. Stochastic Matching via Local Sparsification

    May 13, 2026Sara Ahmadian, Edith Cohen, Mohammad RoghaniDistribution MatchingDecentralized Autonomous Organization

    Google Research · Tel Aviv University

  35. Continuous-Time Distribution Matching for Few-Step Diffusion Distillation

    May 7, 2026Tao Liu, Hao Yan, Mengting Chen +8Diffusion ModelsDistribution Matching Distillation

    1VCIP, College of Computer Science, Nankai University · 2Alibaba Group · College of Artificial Intelligence, Jilin University

  36. GCCM: Enhancing Generative Graph Prediction via Contrastive Consistency Model

    May 7, 2026Shaozhen Ma, Wei Huang, Hanchen Wang +2Physics-Guided DiffusionGenerative Models

    University of New South Wales · University of Technology Sydney

  37. TeamUp: Semantic Project Matching and Team Formation for Learning at Scale

    May 5, 2026Dhruv Gulwani, Basem Suleiman, Aditya Joshi +1TeamworkTeaming

    School of Computer Science and Engineering University of New South Wales (UNSW), Sydney Australia

  38. MenuNet: A Strategy-Proof Mechanism for Matching Markets

    May 4, 2026Zhaohong Sun, Makoto YokooDistribution MatchingMatching Markets

    Kyushu University, Japan · CyberAgent, Japan

  39. Robustness of Refugee-Matching Gains to Off-Policy Evaluation Choices

    Apr 25, 2026Kirk Bansak, Elisabeth Paulson, Dominik Rothenhäusler +3Distribution MatchingHeterogeneous Treatment Effects

    Immigration Policy Lab, Stanford University · Department of Political Science, University of California, Berkeley · Technology and Operations Management Unit, Harvard Business School +3

  40. Cross-Resolution Distribution Matching for Diffusion Distillation

    Mar 6, 2026Feiyang Chen, Hongpeng Pan, Haonan Xu +3Visual FidelityDistributions

    Huawei, Shanghai & Hangzhou, China · Nanjing University of Science and Technology, Nanjing, China

  41. Convergence Rates for Distribution Matching with Sliced Optimal Transport

    Feb 11, 2026Gauthier Thurin, Claire Boyer, Kimia NadjahiOptimal Transport ApproachWasserstein Distance

    ENS-PSL · CNRS, ENS Paris, France · LMO, IUF, CELESTE +2

  42. Neural Minimum Weight Perfect Matching for Quantum Error Codes

    Jan 1, 2026Yotam Peled, David Zenati, Eliya NachmaniQuantum Error CorrectionDistribution Matching

    School of Electrical and Computer Engineering (ECE), Ben-Gurion University, Beer Sheva, Israel.

  43. Bringing Generative Learning to Representation Learning: Self-Supervised Transfer Learning as Distribution Matching

    Feb 20, 2025Yuling Jiao, Wensen Ma, Defeng Sun +2Self-Supervised RepresentationsRepresentation Learning

    School of Artificial Intelligence, Wuhan University, 430072, Wuhan, China · School of Mathematics and Statistics, Wuhan University, Wuhan, 430072, China · Department of Applied Mathematics, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China +2