Image Clustering

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Period ending 2026-09-21

3 new papers

A weekly snapshot of new work published in Image Clustering.

Period ending 2026-09-14

6 new papers

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Period ending 2026-09-07

5 new papers

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192 papers

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  1. Few-Medoids: An Embarrassingly Simple Coreset Selection Method for Few-Shot Knowledge Distillation

    Jul 7, 2026Cemil-Andrei Dilmac, Florinel-Alin Croitoru, Radu Tudor IonescuGeometry-Aware Uncertainty CoresetsKnowledge Distillation

  2. Sensitivity Sampling with Predictions for k-Means Clustering

    Jul 6, 2026Cristian Boldrin, Fabio VandinK-MeansKernel Method

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

    Jul 6, 2026Yiqun Zhang, Yiu-ming CheungImage ClusteringDistance

  4. A Clustering-Based Framework for Identifying Suspicious Trading Patterns in Capital Market

    Jul 5, 2026Asif Zaman, Romona Magdalene Sarkar, Sabiha Khair Ohi +1Fraud DetectionImage Clustering

  5. Scalable and Distributed Silhouette Approximation

    Jul 2, 2026Ilie Sarpe, Federico Altieri, Andrea Pietracaprina +2Image ClusteringApproximation Algorithms

  6. Statistical Properties of kk-means Clustering for Data Missing Completely at Random

    Jul 2, 2026Xin GuanK-MeansCluster Structure

  7. MNAR-kk-means: A kk-means Clustering for Data Missing Not at Random with Magnitude-Decaying Probability

    Jun 30, 2026Xin GuanK-MeansImputation

  8. One Retrieval to Cover Them All: Co-occurrence-Aware Knowledge Base Reorganization for Session-Level RAG

    Jun 30, 2026Shivam Ratnakar, Yixuan Zhu, Cecilia Cheng +1Hievi-RagRetrieval Recall

  9. Hierarchical Reinforcement Learning in StarCraft Micromanagement with Influence Maps and Cluster-based Scripts

    Jun 29, 2026Chunhui Bai, Changhe Li, Dequan Li +2Hierarchical Reinforcement LearningDeep Reinforcement Learning

  10. Improving Patient Subtyping on Longitudinal Data using Representations from Mamba-based Architecture

    Jun 26, 2026Md Mozaharul Mottalib, Rahmatollah BeheshtiLongitudinal DataTime-Series Classification

  11. scKDGM: KAN-guided Dynamic Graph Masked Learning for Single-Cell RNA-seq Clustering

    Jun 26, 2026Jun Tang, Pengwei Hu, Sicong Gao +3Single-Cell Rna SequencingGraph Representation Learning

  12. BiPACE: Bisimulation-Guided Policy Optimization with Action Counterfactual Estimation for LLM Agents

    Jun 24, 2026Hanyang Wang, Weijieying Ren, Yuxiang Zhang +4Group Relative Policy OptimizationLarge Language Model Agents

  13. Universal Guideline-Driven Image Clustering via a Hybrid LLM Agent

    Jun 23, 2026Wenliang Zhong, Rob Barton, Lucas Goncalves +7Large-Scale Image GenerationImage Clustering

  14. Bridge the Gaps: Heterogeneous Attributed Graph Clustering via Quaternion Representation Learning

    Jun 22, 2026Xinxi Chen, Junyang Chen, Yiqun Zhang +2Text-Attributed GraphGraph Representation Learning

  15. Cohort Organized Learning: Clustering Through Agreement

    Jun 19, 2026Finn Henry O'Shea, Maria Elena MonzaniImage ClusteringExpectation-Maximization

  16. A new classification method based on Minimum Spanning Trees

    Jun 19, 2026Julio González-Díaz, Beatriz Pateiro-López, Iria Rodríguez-AcevedoImage ClusteringUnsupervised

  17. Eigenspace-Based Clustering for Personalized System Identification

    Jun 18, 2026Abdulmoneam Ali, Dipankar Maity, Ahmed ArafaSystem IdentificationImage Clustering

  18. FOSC-X: An Extended Framework for Optimal Local Cuts and Non-Horizontal Cluster Selection from Clustering Hierarchies

    Jun 17, 2026Connor Simpson, Ricardo J. G. B. CampelloImage ClusteringMaximum Independent Set

  19. Seed-Guided Semi-Supervised Clustering by A-Contrario Anomaly Detection

    Jun 17, 2026Nassir MohammadImage ClusteringReconstruction-Based Anomaly Detection

  20. S-JEPA : Soft Clustering Anchors for Self-Supervised Speech Representation Learning

    Jun 17, 2026Georgios Ioannides, Adrian Kieback, Judah Goldfeder +5Sphere-JepaRepresentation Learning

  21. Active Learning with Low-Rank Structure for Data Selection

    Jun 14, 2026Vincent Cohen-Addad, Sasidhar Kunapuli, Vahab Mirrokni +3Geometry-Aware Uncertainty CoresetsLow-Rank Factorization

  22. MSC-CMA-ES: Structure-Aware Restarts for CMA-ES via Cyclic Nearest-Better Basin Discovery

    Jun 14, 2026Dimitar Nedanovski, Svetoslav Nenov, Dimitar PilevMetaheuristicsBasin

  23. Cluster LOCO: Feature Importance For Interpreting Clusters

    Jun 12, 2026Claire M. He, Genevera I. AllenFeature ImportanceImage Clustering

  24. Clustering Node Attributed Networks with Graph Neural Networks and Self Learning

    Jun 11, 2026Rodrigo de Sapienza Luna, Daniel Ratton FigueiredoGraph Neural NetworksImage Clustering

  25. Efficient Time Series Clustering from Multiscale Reservoir Dynamics with Granular-Ball Anchoring Graph Optimization

    Jun 10, 2026Yifan Wang, Lifeng Shen, Shuyin Xia +1Granular-Ball ComputingImage Clustering

  26. Towards Data-free and Training-free Compression for Speech Foundation Models Using Parameter Clustering

    Jun 10, 2026Haoning Xu, Zhaoqing Li, Huimeng Wang +4Large Language Model CompressionSpeech Large Language Models

  27. Machine-learning clustering of close-in exoplanet populations: links to pebble accretion

    Jun 10, 2026Yi Duann, Anders Johansen, Haiyang S. Wang +1Exoplanet AtmospheresImage Clustering

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

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

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

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

  30. Recovering the Zipfian Distribution in Unsupervised Term Discovery

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

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

    Jun 9, 2026David P. HofmeyrImage ClusteringSynthetic Data

  32. Thresholded Local Hyper-Flow Diffusion

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

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

    Jun 6, 2026Andreas SchlapbachPrincipal Component AnalysisCluster Structure

  34. Unsupervised Continual Clustering via Forward-Backward Knowledge Distillation

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

  35. Multilingual Multi-Speaker Unit Vocoders: A Systematic Analysis of Discrete Speech Representations

    Jun 4, 2026Naman Kothari, Arjun Gangwar, Adarsh Arigala +1Discrete Speech RepresentationsMultilingual Automatic Speech Recognition

  36. Hub-Aware Hybrid Search: Accelerating the Locally Aligned Ant Technique

    Jun 4, 2026Simone Vilardi, Reynier Peletier, Felipe Contreras +1Farthest Point SamplingCluster Structure

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

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

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

    Jun 3, 2026Nicholas SabanLarge Language Model PerformanceImage Clustering

  39. Central Description Length (CDL) Clustering Validation Index

    Jun 2, 2026Mahdi Shamsi, Soosan BeheshtiImage ClusteringCluster Structure

  40. 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

  41. Ablating Archetypes: The Stability of Archetypal SAEs is an Artifact of Initialization and Metric Design

    Jun 1, 2026Michał Brzozowski, Neo Christopher ChungImproving Sparse AutoencodersUnsupervised Dictionary Learning

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

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

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

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

  44. PE-means: Improved Differentially Private kk-means Clustering through Private Evolution

    May 29, 2026Thomas Humphries, Zinan Lin, Sergey YekhaninDifferential PrivacyK-Means

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

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

  46. ERICA: Quantifying Replicability of Cluster Analysis

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

  47. Mathematical Morphology in Machine Learning

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

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

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

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

    May 28, 2026Soumita ModakImage ClusteringUnsupervised

  50. No More K-means: Single-Stage Sparse Coding for Efficient Multi-Vector Retrieval

    May 28, 2026Lixuan Guo, Yifei Wang, Tiansheng Wen +3Retrieval LayerK-Means

  51. CLUBench: A Clustering Benchmark

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

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

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

  53. Once-For-All: A Train-Once and Select-Anytime Framework for Multimodal Instruction Tuning

    May 26, 2026Mingkang Dong, Hongyi Cai, Xiwen Lei +3Multimodal Instruction TuningCluster Structure

  54. 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

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

    May 24, 2026Mathieu d'AquinTaxonomyImage Clustering

  56. Clustering as Reasoning: A kk-Means Interpretation of Chain-of-Thought Graph Learning

    May 24, 2026Xuanting Xie, Zhaochen Guo, Bingheng Li +4Graph Representation LearningChain-of-Thought Reasoning

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

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

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

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

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

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

  60. Capturing LLM Capabilities via Evidence-Calibrated Query Clustering

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