Self-Organizing Maps

Also known as SOM

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1 paper in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28
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  1. Stable Unsupervised Continual Chunking with Sheaf SyncMap

    Sep 21, 2026Xueyuan Li, Danilo Vasconcellos VargasSheaf Neural NetworksOnline Continual Learning

  2. A Feature-Major Codebook for Memory-Efficient Sparse-Binary Self-Organizing Maps: Scaling a MEDLINE Atlas to 1.05 Million Neurons on a Single Consumer GPU

    Aug 25, 2026Andrew James AmosSelf-Organizing MapsGPU Acceleration

    College of Medicine and Dentistry, James Cook University, Townsville, Queensland, Australia

  3. TabSOM: A tabular-to-image encoding method based on self-organizing maps

    Aug 13, 2026David Chushig-Muzo, María Ángeles Rodríguez de Cara, Eva Milara +3Tabular MLSelf-Organizing Maps

    School of Mathematical and Computational Sciences, Yachay Tech University, Ecuador

  4. Queryable Self-Organizing Maps: A Database Abstraction for Topology-Driven Data Exploration

    Jul 24, 2026Denis Mayr Lima Martins, Gottfried VossenSelf-Organizing Maps

    Department of Computing and Mathematics University of Sao Paulo Ribeirão Preto, São Paulo, Brazil · Department of Information Systems University of Münster Münster, Germany

  5. Motion Primitive Discovery in a Humanoid Robot via Self-Organising Maps for Phase Recognition

    Jul 21, 2026Radovan Gregor, Igor FarkašRoboticsSelf-Organizing Maps

    Department of Applied Informatics Comenius University Bratislava, Slovakia

  6. Self-Organized Conformal Prediction: Reducing Regional Coverage Gaps with Unsupervised Group Discovery

    Jun 28, 2026Louis Berthier, Ahmed Shokry, Maxime Moreaud +2Group-Conditional Conformal PredictionConformal Prediction

    Centre de Mathématiques Appliquées, Ecole Polytechnique, Palaiseau, France · Manufacture Française des Pneumatiques Michelin, Clermont-Ferrand, France

  7. TaBIIC2: Interactive Building of Ontological Taxonomies using Weighted Self-Organizing Maps

    May 24, 2026Mathieu d'AquinSelf-Organizing MapsOntology Learning

    MosAIK Team, LORIA,MayCNRS,2026Universit´e de Lorraine

  8. parHSOM: A novel parallel Hierarchical Self-Organizing Map implementation

    May 4, 2026Rebekah Lane, Logan Cummins, Andy Perkins +3Network Intrusion DetectionSelf-Organizing Maps

    Computer Science & Engineering Mississippi State University Starkville, United States · Computer Science University of Alabama Tuscaloosa, United States

  9. FloatSOM: GPU-Accelerated, Distributed, Topology-Flexible Self-Organizing Maps

    Apr 29, 2026Tony Xu, Sarah Klamt, Katherine Turner +3GPU AccelerationHigh-Performance Computing

    John Curtin School of Medical Research, Australian National University · Department of Information Technology and Electrical Engineering, ETH Zürich · Mathematical Data Science Centre, Australian National University +2

  10. SOMtime the World Ain′'t Fair: Violating Fairness Using Self-Organizing Maps

    Feb 20, 2026Joseph Bingham, Netanel Arussy, Dvir AranUnsupervised LearningAlgorithmic Fairness

    Faculty of Biology, Technion University · Taub Faculty of Computer Science, Technion University