| 1 | Bridging Control, Inference, Transport, and Thermodynamics: From Theory to Applications in Learning | Emmy Blumenthal, Nikolas Claussen, Benjamin Eysenbach +4 | cond-mat.stat-mech | 2026-09-14 |
| 2 | Learning Multimodal One-step Flow Policy via Value-weighted Optimal Transport | Jaehun Shon, Jinha Choi, Jongwook Jeon +1 | cs.LG | 2026-09-14 |
| 3 | Graph Matching Relaxations and Amortization for Supervised Graph Prediction | Federico Méndez, Paul Krzakala, Gabriel Melo +3 | stat.ML | 2026-09-14 |
| #4 | Branched Optimal Transport Amortization | Semyon Semenov, Viktor Kovalchuk, Meir Roketlishvili +4 | cs.LG | 2026-09-14 |
| #5 | CyFM: Cylindrical Optimal Transport for Few-Step Complex-Valued Flow Matching | Marcel Musiałek, Iga Wolanin, Damian Ryczko +2 | cs.LG | 2026-09-12 |
| #6 | Optimal Transport for Efficient, Unsupervised Anomaly Detection on Industrial Data | Abigail Langbridge, Fearghal O'Donncha, James T Rayfield +1 | cs.LG | 2026-09-12 |
| #7 | CyclOT: Learning Quadratic Optimal Transport Maps via Synchronized Forward-Backward Interpolants | Shizhou Xu, Jiachen Liu, Shih-Hsin Wang +4 | math.OC | 2026-09-12 |
| #8 | ReWeight: Leveraging Human Data for VLA Post-Training via Demonstration Retrieval and Sample Weighting | Chenwei Wang, Dianye Huang, Match W. L. Ko +2 | cs.RO | 2026-09-12 |
| #9 | A Variational Optimal Transport Operator on Incompressible Flow | Jinjin He, Shenyifan Lu, Sinan Wang +3 | cs.LG | 2026-09-12 |
| #10 | General Quantification of Covariate and Concept Shifts | Hongbo Chen, Li Charlie Xia | cs.LG | 2026-09-10 |
| #11 | Model-Aware Schedules Improve Generation via Fiberwise Optimal Transport | Luyi Jia, Boyan Zhang, Yilun Liu +1 | cs.LG | 2026-09-10 |
| #12 | Prototype Matters: Modality-unified Prototype Self-distillation for Unsupervised Visible-infrared Person Re-identification | Menglin Wang, Xiaojin Gong | cs.CV | 2026-09-10 |
| #13 | Flexible and Interpretable Accent Distance Measurements | Charles McGhee, Mark J. F. Gales, Kate M. Knill | cs.AI | 2026-09-10 |
| #14 | UOT-Gap: A Variational Principle for the Modality Gap in Vision-Language Models via Unbalanced Optimal Transport | Zonglin Yang, Huilan Ma, Xudan Zheng +1 | cs.CV | 2026-09-09 |
| #15 | Deep Barycentric Regression for Optimal Transport Map Estimation and its Statistical Optimality | Kunwoong Kim, Insung Kong, Yongdai Kim | cs.LG | 2026-09-06 |
| #16 | Cross-Lingual Representation Alignment by Token-Level Optimal Transport in a Language-Agnostic Space | Taisei Yamamoto, Ryoma Kumon, Danushka Bollegala +1 | cs.CL | 2026-09-06 |
| #17 | Solution-space heterogeneity shapes federated learning dynamics across partial differential equations | Ping Luo, Jiahuan Wang, Ziqing Wen +2 | cs.LG | 2026-09-04 |
| #18 | Simulation-free Unbalanced Dynamic Optimal Transport with General Growth Penalty | Junda Ying, Yuxuan Wang, Bowen Yang +2 | cs.LG | 2026-09-04 |
| #19 | Conditioning Degenerate Diffusion Models | Uğur Aydın, Tamer Başar | cs.LG | 2026-09-03 |
| #20 | Projected Riemannian Gradient Descent for the Bures-Wasserstein Barycenter: Dimension-Independent Linear Convergence at Unit Step Size | A. Afham | cs.LG | 2026-09-03 |
| #21 | Residual Optimal Transport-Based Experts Collaboration Towards Modality-Aware Infrared-Visible Object Detection | Yue Zhao, Hua Yu, Yukun Zhao +6 | cs.CV | 2026-09-03 |
| #22 | Video-Based Palm-Vein Authentication under Challenging Conditions | Xiaofeng Yan, Kechen Liu, Abhilash Venkatesh +3 | cs.CV | 2026-09-02 |
| #23 | D-FROST: Decentralized Federated pRompt-tuning via Optimal tranSporT for Non-IID and Imbalanced Data | Quan Minh Nguyen, Hoang M. Ngo, Trong Nghia Hoang +1 | cs.LG | 2026-09-01 |
| #24 | Measuring Optimal Transport in Transformer Depth | Alexandre Quemy | cs.CL | 2026-09-01 |
| #25 | A Lagrangian View of Flow Matching | Peyman Milanfar | cs.CV | 2026-08-31 |
| #26 | FIS-OT: Feature-Induced Optimal Transport for Unsupervised Action Segmentation | Linxiang Peng, Xinyao Qin, Jinhan Li +2 | cs.CV | 2026-08-30 |
| #27 | Reward-guided Fine-Tuning of One-Step Generative Models via Wasserstein Gradient Flow | Hoseong Hwang, Woorim Han, Joungin Chun +2 | cs.LG | 2026-08-30 |
| #28 | Unsupervised Multi-Scale Gromov-Wasserstein Hypergraph Alignment | Lutz Oettershagen, Honglian Wang, Aristides Gionis | cs.LG | 2026-08-30 |
| #29 | See the Change, Keep the Flow: Unsupervised Action Segmentation via Spectral-Temporal Representation Learning | Yun Li, Jun Xiao, Cong Zhang +1 | cs.CV | 2026-08-30 |
| #30 | Uniform Statistical Convergence of Empirical Sinkhorn Potentials with Exponential and Polynomial Dependence on the Regularization Parameter | Denis Belomestny | stat.ML | 2026-08-29 |
| #31 | SinkSLOT: Sinkhorn via Sparse Lifted Optimal Transport | Ian Hsieh, Soumya Snigdha Kundu, Tom Vercauteren +1 | cs.LG | 2026-08-28 |
| #32 | Relational Knowledge Distillation Brings DNN Representations Close Enough to Humans to Be Aligned Without Supervision | Yuria Shimizu, Soh Takahashi, Takato Horii +1 | cs.CV | 2026-08-28 |
| #33 | Mechanistic Reaction Prediction via Discrete Flow Matching on Graph-Structured Electron Occupation | Nguyen Xuan-Vu, Octavian Susanu, Daniel Armstrong +1 | cs.AI | 2026-08-27 |
| #34 | Optimal Transport for Network Comparison: A Review with Machine Learning Applications | James Hyun, François G. Meyer | stat.ML | 2026-08-27 |
| #35 | A Visual Dependence-Aware Framework for Multimodal Unsupervised Continual Post-Training | Kaichen Li, Zhilin Zhu, Jianhao Huang +7 | cs.CV | 2026-08-26 |
| #36 | TorchMorph: CUDA-accelerated Morphological Transforms | Kai Zhao | cs.CV | 2026-08-25 |
| #37 | Partial Optimal Transport on the Circle for All Transported Masses in O(N log N) | Soheil Kolouri | cs.LG | 2026-08-24 |
| #38 | Conformal Risk Minimization for Semi-Supervised Domain Adaptation via Optimal Transport | Manos Giannopoulos, Yi Shen, Michael M. Zavlanos | cs.LG | 2026-08-24 |
| #39 | SketchFlow: Zero-Shot Vector Sketch Generation via GMM Prior Flow in CLIP Latent Space | Jin Zhou, Hongliang Yang, Pengfei Xu +1 | cs.CV | 2026-08-21 |
| #40 | TracingFlow: A Simulation-Free Trajectory Inference Framework Based on Second-Order Dynamics | Yuhao Sun, Zekun Wu, Zixun Huang +1 | cs.LG | 2026-08-21 |
| #41 | A Collaborative Multi-Modality Interaction for VLA-based End-to-End Autonomous Driving | Jingtao Sun, Xiaohai He, Yike Zhang +4 | cs.CV | 2026-08-21 |
| #42 | Aggregating Visual Information with Optimal Transport for VideoLM Token Compression | Wenti Yin, Xiaotian Han, Junyuan Shang +5 | cs.CV | 2026-08-20 |
| #43 | AutoLumNet: Monotone Optimal Transport for Single-Shot Exposure Correction | Airin Akter Tania, Md Raihan Khan, Mohiuddin Ahmad | cs.CV | 2026-08-20 |
| #44 | Coupled Optimal Transport with Landmark Constraints | Xiang Gu, Jian Sun, Zongben Xu | cs.CV | 2026-08-20 |
| #45 | From Inference to Adaptation: A Unified Optimal Transport View of Vision Language Model | Qi Yu, Zhichen Zeng, Katherine Tieu +8 | cs.CV | 2026-08-18 |
| #46 | Lymphocyte Mimicry Correction via Region-Level Tissue Reasoning and Unbalanced Optimal Transport | Xiang Li, Yuqi Wang, Casey C. Heirman +2 | cs.CV | 2026-08-17 |
| #47 | Density-Reweighted Entropic Optimal Transport: Decoupling Geometry from Sampling Density | Keyi Li, Yuval Kluger, Boris Landa | stat.ML | 2026-08-17 |
| #48 | EMS Coreset: An Efficient Expectation-Maximization Algorithm for Sinkhorn Coreset | Haoyun Yin, Chuanhui Liu, Xiao Wang | stat.ML | 2026-08-17 |