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6 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. Global Average Precision for Representation Learning

    Oct 7, 2026Bill Psomas, Mohammad Mahdi, Michalis Thomas +3Learning to RankMetric Learning

    VRG, FEE, Czech Technical University in Prague · INSAIT, Sofia University “St. Kliment Ohridski”

  2. Directed Temporal Representations for Offline Visual Control

    Oct 6, 2026Chenyang Yuan, Haoyu Wang, Zhuo Sun +1Visual RLTrajectory Representation Learning

    University of Sheffield · Shanghai Jiao Tong University · Shanghai University of Finance and Economics +1

  3. METRO: Metric-Enhanced Token Routing Operator

    Oct 4, 2026Nodens Koren, Thomas Hofmann, Georgios KissasMetric LearningPDE Operator Learning

    Department of Computer Science ETH Zürich Zürich, Switzerland · Swiss Data Science Center ETH Zürich Zürich, Switzerland

  4. Learning Goal-Reaching Quasimetric Geometry From Finite-Time Reachability

    Sep 30, 2026Daisuke Yamada, Travis Pence, Vikas SinghMetric LearningOffline RL

    Department of Computer Science University of Wisconsin–Madison · Department of Biostatistics and Medical Informatics University of Wisconsin–Madison

  5. Rethinking Automated Voice Similarity by Shifting from EER to Embedding Geometry

    Sep 27, 2026Szu-Chi Chen, Jia-Kai Dong, Yi-Cheng Lin +2Audio Representation LearningSpeaker Verification

    National Taiwan University, Taipei, Taiwan · NVIDIA, Taiwan · Artificial Intelligence Center of Research Excellence (NTU AI-CoRE), NTU, Taiwan

  6. Task-Induced Riemannian Metrics for Vision Transformer Feature Spaces

    Sep 23, 2026Andrew Bond, Ege Erdem Özlü, Tuna Çimen +4Vision TransformerGeometric Representation Learning

    Imperial College London London, UK · Hacettepe University Ankara, Türkiye

  7. Kernel-Based Metrics Learning for Uncertain Opponent Vehicle Trajectory Prediction in Autonomous Racing

    Sep 15, 2026Hojin Lee, Youngim Nam, Sanghun Lee +1Multi-Agent Trajectory PredictionAutonomous Racing

    Department of Mechanical Engineering, Ulsan National Institute of Science and Technology, Ulsan, 44919, Republic of Korea

  8. Complete Suffix Prediction for Recommendation via Latent Retrieval over Process Graphs

    Sep 14, 2026Sarra Madad, Myriam Maumy, Fr{é}d{é}ric Bertrand +1Predictive Process MonitoringProcess Mining

    UTT, LIST3N - OPTI, QAD · LIST3N Lab, AI Lab · University of Technology of Troyes (UTT), QAD +11

  9. Learning Kernels by Alignment for Multiclass Bayes Classification

    Sep 6, 2026Hollan Haule, Javier EscuderoBayesian InferenceMetric Learning

  10. Learning to Attract and Repel: Dual Quality Margin Learning for Face Recognition (DQM-Face)

    Sep 2, 2026El Ouanas Belabbaci, Bhavesh Wani, Philipp TerhörstFace RecognitionMetric Learning

    Laboratoire d’Ingénierie des Systèmes Intelligents et Communicants (LISIC), Faculty of Electrical Engineering, University of Sciences and Technology Houari Boumediene (USTHB), Algiers, Algeria · Johannes Gutenberg University Mainz, Germany

  11. GRACE: LLM-Grounded Semantic Metric Spaces for Scalable Mixed-Data Clustering

    Aug 8, 2026Zihua Yang, Zhencheng Xie, Junyang Chen +4ClusteringUnsupervised Clustering

    Guangdong University of Technology · Tsinghua University · Peking University +2

  12. Algorithmic statistics of retinal images

    Aug 6, 2026Loan Huynh, Ronald Zambrano, Layton Aho +4Medical ImagingLongitudinal Medical Image Analysis

    Department of Electrical and Computer Engineering, Drexel University, Philadelphia, PA, USA · Glaucoma Service, Wills Eye Hospital, Philadelphia, PA, USA · School of Biomedical Engineering, Science and Health Systems, Drexel University, Philadelphia, PA, USA +2

  13. Re-thinking Mammography Transfer Learning: The Dataset-Informed Transfer Learning (DITL) Framework for Breast Cancer Screening and Lesion Diagnosis

    Jul 28, 2026Adarsh Bhandary Panambur, Siming Bayer, Andreas MaierMetric LearningMedical Image Classification

    Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany · Siemens Healthineers, Erlangen, Germany

  14. PAMD: Structured Adaptive Distances for Bisimulation Representations in Visual Reinforcement Learning

    Jul 20, 2026Daegyeong Roh, Juho Bae, Han-Lim ChoiMahalanobis DistanceMetric Learning

    Department of Aerospace Engineering, Korea Advanced Institute of Science and Technology, Daejon, Republic of Korea.

  15. Leveraging Dissimilarity Invariance as a Robust Anchor for Learning with Noisy Labels

    Jul 20, 2026Wenxiao Fan, Kan LiMetric LearningLearning with Noisy Labels

    School of Computer Science, Beijing Institute of Technology

  16. Miles: Metric Learning with Expandable Subspace for Pre-Trained Model-Based Class-Incremental Learning

    Jul 20, 2026Kai Jiang, Zisong Lin, Hongyuan Zhang +2Class-Incremental LearningMetric Learning

    National Key Laboratory of Radar Signal Processing, Xidian University, Xi’an 710071, China · The University of Hong Kong, Hong Kong SAR, China · Institute of Artificial Intelligence (TeleAI) of China Telecom, China

  17. Who Grades the Grader? Co-Evolving Evaluation Metrics and Skills for Self-Improving LLM Agents

    Jul 14, 2026Xing Zhang, Guanghui Wang, Yanwei Cui +4LLM Agent EvaluationLLM Agent Self-Improvement

    1AWS Generative AI Innovation Center · 2HSBC Holdings Plc., HSBC Technology Center, China

  18. Large-Language-Models-as-a-Judge in Theory-Agnostic Adaptive Metric-Alignment for Prototypical Networks in Personality Recognition

    Jul 9, 2026Jing Jie Tan, Ban-Hoe Kwan, Danny Wee-Kiat Ng +6Personality Modeling in Language ModelsMetric Learning

    Department of Mechatronics and Biomedical Engineering, Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Malaysia · Institute of Communication Studies, National Yang Ming Chiao Tung University, Taiwan · Institute of Information Management, National Yang Ming Chiao Tung University, Taiwan +2

  19. Learnable Weighting of Intra-Attribute Distances for Categorical Data Clustering with Nominal and Ordinal Attributes

    Jul 6, 2026Yiqun Zhang, Yiu-ming CheungClusteringMetric Learning

  20. PIEFS: Physics-Informed Eigenfunction Features with Learnable Scaling

    Jul 4, 2026Varvara Nazarenko, Timur Lidzhiev, Alexander TarakanovSpectral RegularizationRepresentation Learning

    Faculty of Computer Science, HSE University, Moscow, Russia · AI VK, Moscow, Russia

  21. MABLE: Masked Autoencoding with Bi-Lipschitz Decoding for Embeddings and Graph Metric Learning

    Jul 3, 2026Yaniv Shulman, Shaghayegh Akbarpour, Jack B. MuirMasked AutoencodersGraph Representation Learning

    Fleet Space Technologies, Adelaide, Australia · Research School of Earth Sciences, Australian National University, Acton, Australia

  22. CouCE: A Unified Causal Framework for Debiased Deep Metric Learning

    Jun 29, 2026Xin Yuan, Zhenyang Niu, Meiqi Wan +3Debiased MLCausal Representation Learning

    Wuhan University of Science and Technology Wuhan, China · Harbin Institute of Technology Harbin, China

  23. Space Is Intelligence: Neural Semigroup Superposition for Riemannian Metric Generation

    Jun 17, 2026Chenghao XuGeometric Representation LearningMetric Learning

    School of Artificial Intelligence and Robotics and National Engineering Research Center of Robot Visual Perception and Control Technology, Hunan University, Changsha, Hunan, China

  24. Beyond Scalar Distances: Semantic Attribute Gradients from Frozen MLLMs for Visual Embeddings

    Jun 13, 2026Shubhang Bhatnagar, Dheeraj Baiju, Narendra AhujaVisual Representation LearningFine-Grained Image Retrieval

    University of Illinois Urbana-Champaign

  25. Riemannian Metric Matching for Scalable Geometric Modeling of Distributions

    Jun 12, 2026Jacob Bamberger, Adam Gosztolai, Pierre Vandergheynst +2Geometric Representation LearningMetric Learning

    Department of Computer Science, University of Oxford, Oxford, UK · Institute of Artificial Intelligence, Medical University of Vienna, Vienna, Austria · EPFL, Lausanne, Switzerland +1

  26. Quality Adaptive Angular Margin Learning for Respiratory Sound Classification

    Jun 10, 2026Yoon Tae Kim, Heejoon Koo, Miika Toikkanen +1OOD GeneralizationMetric Learning

    RSC LAB, MODULABS, Republic of Korea · Department of Electronic Engineering, Wonkwang University, Republic of Korea · AI Convergence Research Institute, Wonkwang University, Republic of Korea

  27. The Hidden Cost of Pairwise Verification in Synthetic Speech Source Tracing

    Jun 10, 2026Anton Firc, Zbyněk Lička, Vojtěch Staněk +1Representation GeometrySpeaker Verification

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

    May 22, 2026Conlan Olson, Linjun Zhang, Zhun Deng +1Mahalanobis DistanceAlgorithmic Fairness

    Columbia University · Rutgers University · UNC Chapel Hill +1

  29. High Quality Embeddings for Horn Logic Reasoning

    May 19, 2026Yifan Zhang, Yasir White, Dean Clark +4Logical ReasoningMetric Learning

    Lehigh University, Computer Science and Engineering, 113 Research Dr., Bethlehem, PA, 18015 · Los Angeles Pierce College, Computer Science, 6201 Winnetka Ave, Woodland Hills, CA 91367 · Colorado College, Computer Science, 14 E Cache La Poudre St, Colorado Springs, CO 80903

  30. Few-Shot Network Intrusion Detection Using Online Triplet Mining

    May 17, 2026Jack Wilkie, Hanan Hindy, Christos Tachtatzis +2Network Intrusion DetectionFew-Shot Learning

    Department of Electronics and Electrical Engineering, University of Strathclyde, Glasgow G1 1XQ, UK · Faculty of Computer and Information Sciences, Ain Shams University, Cairo 11566, Egypt · Faculty of Electrical Engineering, Czech Technical University, 160 00 Prague, Czech Republic

  31. Med-DisSeg: Dispersion-Driven Representation Learning for Fine-Grained Medical Image Segmentation

    May 14, 2026Zhiquan Chen, Haitao Wang, Guowei Zou +1Image SegmentationMetric Learning

    School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China · Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, China

  32. Beyond Binary: Reframing GUI Critique as Continuous Semantic Alignment

    May 14, 2026Yuchen Sun, Pei Fu, Shaojie Zhang +6GUI AgentsAI Agent Evaluation

    1Shanghai Jiao Tong University · 2Xiaomi Inc.

  33. MARGIN: Margin-Aware Regularized Geometry for Imbalanced Vulnerability Detection

    May 11, 2026Yuteng Zhang, Huifang Ma, Jiahui Wei +2Class-Imbalanced LearningSoftware Vulnerability Detection

    College of Artificial Intelligence and Computer Science, Northwest Normal University, Lanzhou 730070, China

  34. Dynamic Meta-Metrics: Source-Sentence Conditioned Weighting for MT Evaluation

    May 9, 2026Luke Zhang, Justin Vasselli, Aditya Khan +2Metric LearningMT Evaluation

    University of Toronto, Canada · Nara Institute of Science and Technology, Japan · Ontario Tech University, Canada

  35. Enhancing Federated Quadruplet Learning: Stochastic Client Selection and Embedding Stability Analysis

    May 8, 2026Ozgu Goksu, Nicolas PugeaultRepresentation CollapseNon-IID Federated Learning

    School of Computing Science University of Glasgow

  36. DPM++: Dynamic Masked Metric Learning for Occluded Person Re-identification

    May 7, 2026Lei Tan, Yingshi Luan, Pincong Zou +2Metric LearningPerson Re-Identification

    Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University, 361005, P.R. China

  37. Geometric Kolmogorov--Arnold Network (GeoKAN)

    May 7, 2026Abhijit Sen, Bikram Keshari Parida, Giridas Maiti +2Neural Surrogate ModelingMetric Learning

    Department of Physics and Engineering Physics, Tulane University, New Orleans, Louisiana 70118, USA. · Institute of Applied Geosciences, Karlsruhe Institute of Technology, Karlsruhe 76131, Germany.

  38. EGA: Adapting Frozen Encoders for Vector Search with Bounded Out-of-Distribution Degradation

    May 7, 2026Dongfang ZhaoOOD GeneralizationVision Foundation Model Adaptation

    Tacoma School of Engineering and Technology University of Washington

  39. Optimal Transport Audio Distance with Learned Riemannian Ground Metrics

    May 7, 2026Wonwoo JeongSpeech Generation EvaluationMetric Learning

    Sogang University

  40. Beyond Rigid Geometries: The Spline-Pullback Metric for Universal Diffeomorphic SPD Representation Learning

    May 6, 2026Tushar Das, Subrata Dutta, Sarmistha Neogy +1Geometric Representation LearningMetric Learning

    National Institute of Technology Jamshedpur · Jadavpur University · Machine Vision and Intelligence Lab National Institute of Technology Jamshedpur

  41. Quantifying Multimodal Capabilities: Formal Generalization Guarantees in Pairwise Metric Learning

    May 2, 2026Richeng Zhou, Xuelin Zhang, Liyuan LiuMetric LearningStatistical Learning Theory

  42. Distance metric learning for conditional anomaly detection

    May 1, 2026Michal Valko, Milos HauskrechtMetric LearningAnomaly Detection

    University of Pittsburgh, PA

  43. FunFace: Feature Utility and Norm Estimation for Face Recognition

    Apr 29, 2026Žiga Babnik, Fadi Boutros, Naser Damer +3Metric LearningFace Recognition

    University of Ljubljana, Ljubljana, Slovenia · Fraunhofer Institute for Computer Graphics Research IGD, Germany · Department of Computer Science, TU Darmstadt, Germany +1

  44. StyleID: A Perception-Aware Dataset and Metric for Stylization-Agnostic Facial Identity Recognition

    Apr 23, 2026Kwan Yun, Changmin Lee, Ayeong Jeong +3Metric LearningFace Recognition

    KAIST, South Korea

  45. Layout-Aware Representation Learning for Open-Set ID Fraud Discovery

    Apr 17, 2026Jinxing Li, Nicholas Ren, Cathy Chang +2Image Forgery DetectionVisual Representation Learning

    Persona Identities

  46. Frequency-Enhanced Dual-Subspace Networks for Few-Shot Fine-Grained Image Classification

    Apr 16, 2026Meijia Wang, Guochao Wang, Haozhen Chu +4Frequency-Domain Feature LearningFine-Grained Image Classification

    School of Electronic Information and Artificial Intelligence, Shaanxi University of Science and Technology, Xi’an 710000, China

  47. Open-Set Vein Biometric Recognition with Deep Metric Learning

    Apr 16, 2026Paweł Pilarek, Marcel Musiałek, Anna GórskaBiometric IdentificationDomain Generalization

    Wroclaw University of Science and Technology, Wroclaw, Poland