Image Clustering

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Period ending 2026-09-21

2 new papers

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Period ending 2026-09-14

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Period ending 2026-09-07

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144 papers

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  1. Range Penalization: Theoretical Insights with Applications in Federated Learning

    Jun 9, 2026Yiyuan She, Zhaojun Hu, Yifan SunFederated LearningRegularization Techniques

  2. Flash-GMM: A Memory-Efficient Kernel for Scalable Soft Clustering

    Jun 9, 2026Gal Bloch, Ariel Gera, Matan Orbach +2Gaussian Mixture ModelsImage Clustering

  3. Recovering the Zipfian Distribution in Unsupervised Term Discovery

    Jun 9, 2026Danel Slabbert, Simon Malan, Herman KamperImage ClusteringLexicon

  4. ClusBench: The Clustering Benchmark Data Resource You've All Been Waiting For (?)

    Jun 9, 2026David P. HofmeyrImage ClusteringSynthetic Data

  5. Thresholded Local Hyper-Flow Diffusion

    Jun 8, 2026Meher Chaitanya, Sebastian Dalleiger, Luana RuizHypergraphsImage Clustering

  6. Orthogonality and Dimensionality in Airline Cluster Analysis using PCA and Kernel PCA

    Jun 6, 2026Andreas SchlapbachPrincipal Component AnalysisCluster Structure

  7. Unsupervised Continual Clustering via Forward-Backward Knowledge Distillation

    Jun 5, 2026Mohammadreza Sadeghi, Sareh Soleimani, Zihan Wang +1Efficient Continual LearningImage Clustering

  8. UniFair: A unified fair clustering approach based on separation and compactness

    Jun 3, 2026Antonia Karra, Vasiliki Papanikou, Georgios Vardakas +2Fairness-Aware LearningImage Clustering

  9. FailureScope: Cross-Regime Behavioral Diagnosis of Language Model Weaknesses

    Jun 3, 2026Nicholas SabanLarge Language Model PerformanceImage Clustering

  10. Central Description Length (CDL) Clustering Validation Index

    Jun 2, 2026Mahdi Shamsi, Soosan BeheshtiImage ClusteringCluster Structure

  11. Hierarchical Federated Learning with Dynamic Clustering and Adaptive Regularization for Robust Infrastructure Inspection

    Jun 2, 2026Yuhu Feng, Keisuke Maeda, Takahiro Ogawa +1Federated LearningStructural Health Monitoring

  12. Agentic Clustering: Controllable Text Taxonomies via Multi-Agent Refinement

    May 31, 2026Simon Löwe, Emily SilcockMulti-Agent Large Language Model SystemsAgentic Tool Use

  13. French parsing enhanced with a word clustering method based on a syntactic lexicon

    May 30, 2026Anthony Sigogne, Matthieu Constant, Eric LaporteContext-Free GrammarsLuxembourgish

  14. Cluster Analysis with Resampling for Validation and Exploration (CARVE)

    May 29, 2026Kai R. Wycik, Tiffany M. Tang, Tarek M. Zikry +1Image ClusteringCross Validation

  15. ERICA: Quantifying Replicability of Cluster Analysis

    May 29, 2026Siamak K. Sorooshyari, Manuel A. Rivas, Robert TibshiraniImage ClusteringReproducibility

  16. Mathematical Morphology in Machine Learning

    May 29, 2026Erick Oliveira Rodrigues, Aura ConciImage ClusteringCluster Structure

  17. ExDBSCAN: Explaining DBSCAN with Counterfactual Reasoning -- Additional Material

    May 28, 2026Pernille Matthews, Lena Krieger, Tommaso Amico +3Image ClusteringCounterfactual Explanation

  18. A new completely parameter-free clustering algorithm for unsupervised classification of BATSE gamma-ray bursts

    May 28, 2026Soumita ModakImage ClusteringUnsupervised

  19. CLUBench: A Clustering Benchmark

    May 28, 2026Feng Xiao, Dazhi Fu, Chris Ding +1Image ClusteringLow-Rank Factorization

  20. Robust Contrastive Graph Clustering with Adaptive Local-Global Integration

    May 27, 2026Lei Zhang, Fubo Sun, Haipeng Yang +2Graph Representation LearningImage Clustering

  21. Adaptive Graph Refinement and Label Propagation with LLMs for Cost-Effective Entity Resolution

    May 25, 2026Hongtao Wang, Renchi Yang, Haoran Zheng +1Code Property GraphsMulti-Label Classification

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

    May 24, 2026Mathieu d'AquinTaxonomyImage Clustering

  23. EnCAgg: Enhanced Clustering Aggregation for Robust Federated Learning against Dynamic Model Poisoning

    May 21, 2026Tianyun Zhang, Zhen Yang, Haozhao Wang +2Federated LearningImage Clustering

  24. Minimum Description Length based Granular-Ball Tree Regularization for Spectral Clustering

    May 21, 2026Zeqiang Xian, Caihui Liu, Yong Zhang +1Granular-Ball ComputingImage Clustering

  25. When Fireflies Cluster; Enhancing Automatic Clustering via Centroid-Guided Firefly Optimization

    May 18, 2026MKA Ariyaratne, Azwirman Gusrialdi, Yury Nikulin +1Image ClusteringParticle Swarm Optimization

  26. Capturing LLM Capabilities via Evidence-Calibrated Query Clustering

    May 16, 2026Fangzhou Wu, Sandeep Silwal, Qiuyi ZhangLarge Language Model EvaluationImage Clustering

  27. A Holistic Method for Superquadric Fitting Using Unsupervised Clustering Analysis

    May 16, 2026Mingyang Zhao, Sipu Ruan, Xiaohong JiaSuperquadricsImage Clustering

  28. K-Models: a Flexible and Interpretable Method for Ordinal Clustering with Application to Antigen-Antibody Interaction Profiles

    May 14, 2026Giulia Patanè, Alessandra Menafoglio, Alexander Krauth +4AntibodyImage Clustering

  29. ToMAToMP: Robust and Multi-Parameter Topological Clustering

    May 14, 2026Ludo Andrianirina, Mathieu CarrièreImage ClusteringPersistent Homology

  30. Fast and effective algorithms for fair clustering at scale

    May 13, 2026Claudio Mantuano, Manuel Kammermann, Philipp BaumannImage ClusteringUnsupervised

  31. Amortized Neural Clustering of Time Series based on Statistical Features

    May 13, 2026Ángel López-Oriona, Ying SunImage ClusteringTime Series

  32. Reducing Bias and Variance: Generative Semantic Guidance and Bi-Layer Ensemble for Image Clustering

    May 13, 2026Feijiang Li, Zhenxiong Li, Jieting Wang +3Image ClusteringEnsemble

  33. Information theoretic underpinning of self-supervised learning by clustering

    May 12, 2026Josef Kittler, Sara Atito, Muhammad AwaisSelf-SupervisedKullback-Leibler Divergence

  34. Fed-BAC: Federated Bandit-Guided Additive Clustering in Hierarchical Federated Learning

    May 12, 2026Satwat Bashir, Tasos Dagiuklas, Muddesar IqbalHeterogeneous Federated LearningFederated Learning

  35. Much of Geospatial Web Search Is Beyond Traditional GIS

    May 11, 2026Ilya Ilyankou, Stefano Cavazzi, James HaworthGeospatialComplex Query Answering

  36. Beyond Majority Voting: Agreement-Based Clustering to Model Annotator Perspectives in Subjective NLP Tasks

    May 11, 2026Tadesse Destaw Belay, Ibrahim Said Ahmad, Idris Abdulmumin +6Human AnnotatorsNatural Language Processing Tasks

  37. MDL-GBG: A Non-parametric and Interpretable Granular-Ball Generation Method for Clustering

    May 9, 2026Zeqiang Xian, Caihui Liu, Yong Zhang +3Granular-Ball ComputingImage Clustering

  38. PHIDA: Persistence-Guided Node-to-Cluster Mapping for Online Clustering

    May 9, 2026Naoki Masuyama, Yusuke Nojima, Stefan Wermter +3Image ClusteringPersistent Homology

  39. A Flexible Adaptive Stable Clustering Algorithm for Archive-Scale Online Mass Spectrometry

    May 8, 2026Shao Shi, Xin Yang, Huiran Feng +8Tandem Mass SpectraImage Clustering

  40. Simple KNN-Based Outlier Detection Achieves Robust Clustering

    May 8, 2026Tianle Jiang, Yufa ZhouK-MeansImage Clustering

  41. Classification Fields: Arbitrarily Fine Recursive Hierarchical Clustering From Few Examples

    May 8, 2026Yicen Li, Ruiyang Hong, Anastasis Kratsios +2Image ClusteringHierarchical

  42. Exploring Clustering Capability of Inpainting Model Embeddings for Pattern-based Individual Identification

    May 6, 2026Jens van Bijsterveld, Daniele Avitabile, Fons J. Verbeek +1Biodiversity MonitoringCamouflage

  43. AdaGraph: A Graph-Native Clustering Algorithm That Overcomes the Curse of Dimensionality and Enables Scientific Discovery

    May 5, 2026Ahmed ElmahdiImage ClusteringSpatial Transcriptomics

  44. Adaptive Estimation and Inference in Semi-parametric Heterogeneous Clustered Multitask Learning via Neyman Orthogonality

    May 3, 2026Hanxiao Chen, Debarghya MukherjeeMulti--Task LearningImage Clustering

  45. Towards Robust and Scalable Density-based Clustering via Graph Propagation

    May 1, 2026Yingtao Zheng, Hugo Phibbs, Ninh PhamImage ClusteringGraph Representation Learning

  46. Budget-Aware Routing for Long Clinical Text

    May 1, 2026Khizar Qureshi, Geoffrey Martin, Yifan PengLarge Language Model RoutingToken Budgets

  47. FMCL: Class-Aware Client Clustering with Foundation Model Representations for Heterogeneous Federated Learning

    Apr 30, 2026Mahad Ali, Laura J. BrattainHeterogeneous Federated LearningFederated Learning

  48. SCOPE-FE: Structured Control of Operator and Pairwise Exploration for Feature Engineering

    Apr 29, 2026Minhee Park, Seongyeon Son, Yonghyun Lee +1Feature EngineeringTabular Learning

  49. Uncovering Latent Patterns in Social Media Usage and Mental Health: A Clustering-Based Approach Using Unsupervised Machine Learning

    Apr 27, 2026Md All Shahria, Sanjeda Dewan Mithila, Touhid Alam +2Mental HealthImage Clustering

  50. Characterizing Admissible Objective Functions for Hierarchical Clustering

    Apr 26, 2026Ryuki Tsukuba, Kazutoshi AndoImage ClusteringObjective Functions

  51. Turtle shell clustering: A mixture approach to discriminative clustering with applications to flow cytometry and other data

    Apr 25, 2026Mackenzie R. Neal, Paul D. McNicholas, Arthur WhiteImage ClusteringSingle-Cell Rna Sequencing

  52. Deep Clustering for Climate: Analyzing Teleconnections through Learned Categorical States

    Apr 24, 2026Lívia Meinhardt, Dário OliveiraClimateImage Clustering

  53. Associativity-Peakiness Metric for Contingency Tables

    Apr 24, 2026Naomi E. Zirkind, William J. DiehlImage ClusteringPerformance Metric

  54. How Hard Is Continuous Clustering? Lower Bounds from the Existential Theory of the Reals

    Apr 24, 2026Angshul MajumdarImage ClusteringCluster Structure

  55. Robust Fuzzy local k-plane clustering with mixture distance of hinge loss and L1 norm

    Apr 24, 2026Junjun Huang, Xiliang Lu, Xuelin Xie +1Image ClusteringK-Means

  56. Assessing the impact of dimensionality reduction on clustering performance - a systematic study

    Apr 23, 2026Ousmane Assani Amate, Elyes Lounissi, Mohammadreza Bakhtyari +3Dimensionality ReductionImage Clustering

  57. Achieving the Kesten-Stigum bound in the non-uniform hypergraph stochastic block model

    Apr 21, 2026Manuel Fernandez, Ludovic Stephan, Yizhe ZhuHypergraphsImage Clustering

  58. Deep Sprite-based Image Models: An Analysis

    Apr 21, 2026Zeynep Sonat Baltacı, Romain Loiseau, Mathieu AubryImage ClassificationSingle Images

  59. Subgraph Concept Networks: Concept Levels in Graph Classification

    Apr 20, 2026Lucie Charlotte Magister, Alexander Norcliffe, Iulia Duta +1Graph Neural NetworksSubgraphs

  60. Preserving Clusters in Error-Bounded Lossy Compression of Particle Data

    Apr 20, 2026Congrong Ren, Sheng Di, Katrin Heitmann +2Image ClusteringContext Compression