Multi-Label Classification

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11 papers in the last four weeks, up 57% on the four weeks before. 0.1% of all new papers.

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  1. Multi-Label Topic Assignment via LLM Distillation: A Comparative Analysis of Generative vs. Discriminative Student Models

    Oct 6, 2026Sourabh Kasliwal, Shubhranshu SinghMulti-Label ClassificationLanguage Model Distillation

    eBay Inc., Bellevue, WA · eBay Inc., Portland, OR

  2. Multi-Label Perceptual Bug Detection in Video Games using Deep Learning on Gameplay Footage

    Oct 6, 2026Nahian Rifaat, Felix Morosov, Loutfouz ZamanAutomated Software TestingMulti-Label Classification

    Ontario Tech University Oshawa, Ontario, Canada · Universität Osnabrück Osnabrück, Niedersachsen, Germany

  3. Code-Switching Spoken Language Identification as Multi-Label Set Prediction

    Oct 1, 2026Shunsuke Mitsumori, Matthew Wiesner, Shigeo Morishima +1Multi-Label ClassificationLanguage Identification

    Waseda University, Tokyo, Japan · Johns Hopkins University, Baltimore, USA · Carnegie Mellon University, Pittsburgh, USA

  4. SPOC-Net: Single-Primitive Online Composition Network for GNSS Jamming Set Recognition

    Sep 28, 2026Zhihan Zeng, Kaihe Wang, José A. López-Salcedo +2Multi-Label ClassificationCompositional Representation Learning

    National Key Laboratory of Wireless Communications, University of Electronic Science and Technology of China (UESTC), Chengdu, China · Shenzhen Institute for Advanced Study, UESTC, Shenzhen 518110, China · Universitat Aut`onoma de Barcelona, 08193 Barcelona, Spain

  5. CalibHyper: Chance-Corrected Relational Hypergraphs for Few-Shot Molecular Property Prediction

    Sep 27, 2026Linyu Li, Zhi Jin, Yuanpeng He +7Multi-Label ClassificationFew-Shot Learning

    School of Computer Science, Peking University · Key Laboratory of High Confidence Software Technologies, Peking University, Ministry of Education · School of Computer Science, Wuhan University +1

  6. FlowAtom: Atom-Based Evidence Aggregation for Multi-Label Website Fingerprinting

    Sep 24, 2026Chongru Fan, Wentao Huang, Wei Wang +4Multi-Label ClassificationPrototype Learning

    School of Cyberspace Security, Beijing University of Posts and Telecommunications, Beijing, China · Zhongguancun Laboratory, Beijing, China

  7. Baszta: Data-Centric Fine-Tuning of a Polish Multi-Label Safety Classifier

    Sep 24, 2026Adam Górski, Mateusz Jąkalak, Rafał JakubowskiMulti-Label ClassificationLanguage Model Safety Evaluation

    Billennium S.A.

  8. How to Estimate Whether You Have Found Several Needles in a Haystack: Measuring Calibration in Multi-Label Text Classification

    Sep 22, 2026Sophie Henning, Georg Hofmann, Alexander Schulte +2Multi-Label ClassificationLanguage Model Calibration

    TU Munich · Munich Center for Machine Learning (MCML) · LMU Munich +3

  9. Custom Named Entity Recognition and Topic Classification for Global Health Publications

    Sep 21, 2026Genis Skura, Antoine Geissbühler, Jean-Luc FalconeNamed Entity RecognitionMulti-Label Classification

    University of Geneva

  10. LLM-Enhanced Dual-Branch Learning for Large-Scale Multi-Label Text Classification

    Sep 14, 2026Hui Ye, Jing Zhang, Xiulong Yang +1Multi-Label ClassificationLanguage Model Ensembles

    Department of Computer Science, Georgia State University, Atlanta, GA 30303, USA · Amazon, San Diego, CA, USA · School of Computer Science, Central China Normal University, Wuhan 430079, China

  11. The Accuracy Paradox: Empirical Diagnostic of Default Decision Thresholds in Multi-Label Enzyme Commission Prediction [With Code]

    Sep 7, 2026Bilal Ahmad, Rajed MehmoodClass-Imbalanced LearningMulti-Label Classification

    The Department of Electrical, Electronics and Telecommunication Engineering, UET Lahore, Pakistan · Department of Computer Science and Engineering, Jiangsu University, Jiangsu, China

  12. When Semantically Consistent Encoding Meets View-Label Heterogeneity Modeling: A Unified Framework for Incomplete Multi-View Multi-Label Learning

    Sep 7, 2026Chengliang Liu, Bo Li, Bob Zhang +3Multi-View ConsistencyMulti-Label Classification

    PAMI Research Group, Department of Artificial Intelligence, University of Macau, Macau · PAMI Research Group, Department of Artificial Intelligence, and Centre for Artificial General Intelligence, Institute of Artificial Intelligence and Brain Sciences, University of Macau, Macau · School of Computer Science and Technology, Beijing Institute of Technology, Beijing 100811, China +2

  13. Multi-label versus multi-class classification of blood cells and their aggregates in microfluidic channels

    Sep 7, 2026Igor Zingman, Shada Abuhattum, Sara Kaliman +8Multi-Label ClassificationMulticlass Classification

    Max Planck Institute for the Science of Light, Erlangen, Germany · Max-Planck-Zentrum für Physik und Medizin · Friedrich-Alexander Universiät Erlangen-Nürnberg, Erlangen, Germany

  14. Coarse composition suffices: tabular in-context learning for multi-activity antimicrobial peptide profiling

    Aug 31, 2026Raunak Kumar, Anuj Pal, Dhruvi Solanki +3Multi-Label ClassificationMolecular Property Prediction

    Department of Electronics and Communication Engineering, Indian Institute of Technology Roorkee, Roorkee 247667, Uttarakhand, India · Department of Bioengineering, Indian Institute of Science, Bengaluru 560012, Karnataka, India · Department of Electrical Engineering, Indian Institute of Technology Roorkee, Roorkee 247667,2026 Uttarakhand, India +1

  15. Knowing Beyond the Known: Reinforced Knowledge Specification for Multi-Label Class-Incremental Learning

    Aug 31, 2026Aoting Zhang, Dongbao Yang, Chang Liu +3Class-Incremental LearningMulti-Label Classification

    Institute of Information Engineering, Chinese Academy of2026 Sciences, Beijing, 100085, China · School of Cyber Security, University of Chinese Academy ofAug Sciences, Beijing, 101408, China · Nankai University, Tianjin, 300350, China +1

  16. CoLa-ICD: A Knowledge-Enhanced Framework for Long-Tail Automated Medical Coding

    Aug 31, 2026Yihang Cheng, Veronica Liesaputra, Andrew TrotmanLong-Tailed ClassificationMulti-Label Classification

    University of Otago · Dunedin, New Zealand

  17. Exponential Convex Calibration Dimension for the Multi-Label Jaccard Measure

    Aug 13, 2026Mingyuan ZhangMulti-Label ClassificationModel Calibration

    Independent Researcher

  18. A Generative Approach for Improving Multi-Label Defect Classification in Photovoltaic Modules

    Aug 13, 2026Abdul Mueez, Yogesh S. Rawat, Shruti VyasMulti-Label ClassificationSynthetic Data Generation

    Institute of Artificial Intelligence, University of Central Florida, 4356 Scorpius St., Orlando, FL 32816, United States of America

  19. C2^2A: Coupling Spatial Evidence with Clinical Priors via Co-occurrence Aware Class Attention for Multi-Label Chest X-Ray Classification

    Aug 10, 2026Akash Gogineni, Nagur Shareef Shaik, Aasrith Mandava +2Chest X-Ray ClassificationMulti-Label Classification

    Department of Computer Science, Georgia State University, Atlanta, GA 30324, USA · UST Global Inc., Aliso Viejo, CA 92656, USA

  20. PET/CT Radiogenomic Mutation Prediction in Non-Small Cell Lung Cancer Using Multi-Label Learning

    Aug 10, 2026Mona Furukawa, Sai Hyne, Daniel R. McGowan +1Cancer GenomicsMulti-Label Classification

    Big Data Institute, Nuffield Department of Population Health, University of Oxford, Oxford, UK · Department of Radiology, Oxford University Hospitals NHS FT, Churchill Hospital, Oxford, UK · Department of Oncology, University of Oxford, Oxford, UK +1

  21. Exact Rank and Convex Calibration Dimension Lower Bounds for the Multi-Label F1 Loss

    Aug 9, 2026Mingyuan ZhangMulti-Label ClassificationModel Calibration

    Independent Researcher

  22. Design Choices That Matter: A Functional ANOVA Analysis for Remote Sensing Multi-Label Classification

    Aug 5, 2026Maryam Gholami Shiri, Eva Tuba, Sašo Džeroski +2Multi-Label ClassificationRemote Sensing Benchmarks

    Department of Knowledge Technologies, Jožef Stefan Institute, Ljubljana, Slovenia · Jožef Stefan International Postgraduate School, Ljubljana, Slovenia · Computer Systems Department, Jožef Stefan Institute, Ljubljana, Slovenia +2

  23. Automated Multilabel Mpox Research Classification with Explainable Transformer Models

    Jul 29, 2026Tanjim Taharat AurpaMulti-Label ClassificationText Classification

    Department of Data Science and Engineering, University of Frontier Technology, Bangladesh (UFTB)

  24. Deep Label-Wise Attentive Temporal Convolutional Networks Improve Medical Coding

    Jul 27, 2026Muhammed Yavuz Nuzumlalı, Alexander Fabbri, Irene Li +1Multi-Label ClassificationAutomated Medical Coding

    Yale University

  25. Webly Supervised Multi-Label Recognition: Evaluation Benchmark and Dual-Branch Multi-Label Contrastive Learning

    Jul 23, 2026Zhihua Xu, Zhijing Yang, Yufeng Yang +1Contrastive LearningMulti-Label Classification

    aSun Yat-Sen University, Guangzhou, 510006, GuangDong, China · bGuangdong University of Technology, Guangzhou, 510006, GuangDong, China

  26. Hierarchical Specialised Ensembles for Classification of Zebrafish Phenotypes Using the Selected Image Recognition Methods

    Jul 17, 2026Piotr S. Maciąg, Monika Maciąg, Magdalena MajdanHierarchical ClassificationMulti-Label Classification

    Institute of Computer Science, Warsaw University of Technology, Nowowiejska 15/19, 00-665 Warsaw, Poland · Laboratory of Neuronal Plasticity, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland · Laboratory of Behavioral Studies, Medical University of Lublin, Lublin, Poland +1

  27. When Can Test-Time Adaptation Help Zero-Shot CT Vision-Language Models?

    Jul 17, 2026Ailar Mahdizadeh, Puria Azadi Moghadam, Xiangteng He +1Zero-Shot LearningRadiology VLMs

    University of British Columbia · 2Vector Institute

  28. Does generative AI supersede supervised XMLC? A Benchmark Study on Automated Subject Indexing with German Scientific Literature

    Jul 16, 2026Maximilian Kähler, Katja Konermann, Lisa Kluge +1Long-Tailed ClassificationMulti-Label Classification

    Deutsche Nationalbibliothek Leipzig/ Frankfurt am Main, Germany

  29. Angular Gaussian Supervised Contrastive Learning for Long-Tailed Electrocardiogram Arrhythmia Diagnosis

    Jul 16, 2026Jin Dai, Qiuzhen Zhang, Chenyun Dai +2Class-Imbalanced LearningMulti-Label Classification

    School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200030, China · Department of Neurology and Neurological Rehabilitation, Shanghai Yangzhi Rehabilitation Hospital, School of Medicine, Tongji University, Shanghai, 201619, China

  30. Multi-Scale ViT Inference with Habitat-Fit Priors and kNN Retrieval for Multi-Species Plant Identification

    Jul 16, 2026Alper Erten, Murilo Gustineli, Adrian CheungMulti-Label ClassificationFine-Grained Image Classification

    Georgia Institute of Technology, North Ave NW, Atlanta, GA 30332