{"total":78,"rows":[{"id":"2505.17799","title":"A Coreset Selection of Coreset Selection Literature: Introduction and Recent Advances","created":"2025-05-23","cited_by_count":28,"area":null},{"id":"2211.12875","title":"A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource","created":"2022-11-23","cited_by_count":26,"area":null},{"id":"2303.17245","title":"Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios","created":"2023-03-30","cited_by_count":19,"area":null},{"id":"2306.03209","title":"End-to-end Differentiable Clustering with Associative Memories","created":"2023-06-05","cited_by_count":15,"area":null},{"id":"2305.06939","title":"Deep Multi-View Subspace Clustering with Anchor Graph","created":"2023-05-11","cited_by_count":13,"area":null},{"id":"2309.09907","title":"Quantum Vision Clustering","created":"2023-09-18","cited_by_count":13,"area":null},{"id":"2301.00802","title":"Deep Clustering of Tabular Data by Weighted Gaussian Distribution Learning","created":"2023-01-02","cited_by_count":12,"area":null},{"id":"2501.13597","title":"A Comprehensive Survey on Spectral Clustering with Graph Structure Learning","created":"2025-01-23","cited_by_count":10,"area":null},{"id":"2304.07699","title":"A Clustering Framework for Unsupervised and Semi-supervised New Intent Discovery","created":"2023-04-16","cited_by_count":9,"area":null},{"id":"2406.19602","title":"A Survey on Deep Clustering: From the Prior Perspective","created":"2024-06-28","cited_by_count":9,"area":null},{"id":"2210.07011","title":"Variational Graph Generator for Multi-View Graph Clustering","created":"2022-10-13","cited_by_count":7,"area":null},{"id":"2402.00608","title":"Deep Clustering Using the Soft Silhouette Score: Towards Compact and Well-Separated Clusters","created":"2024-02-01","cited_by_count":7,"area":null},{"id":"2410.05217","title":"Organizing Unstructured Image Collections using Natural Language","created":"2024-10-07","cited_by_count":7,"area":null},{"id":"2211.07136","title":"C3: Cross-instance guided Contrastive Clustering","created":"2022-11-14","cited_by_count":6,"area":null},{"id":"2503.20505","title":"Riemannian Optimization on Relaxed Indicator Matrix Manifold","created":"2025-03-26","cited_by_count":5,"area":null},{"id":"2601.21656","title":"TabClustPFN: A Prior-data Fitted Network for Tabular Data Clustering","created":"2026-01-29","cited_by_count":5,"area":null},{"id":"2401.06634","title":"CCFC: Bridging Federated Clustering and Contrastive Learning","created":"2024-01-12","cited_by_count":4,"area":null},{"id":"2411.01859","title":"A Novel Deep Learning Tractography Fiber Clustering Framework for Functionally Consistent White Matter Parcellation Using Multimodal Diffusion MRI and Functional MRI","created":"2024-11-04","cited_by_count":4,"area":null},{"id":"2411.02275","title":"Breaking the Reclustering Barrier in Centroid-based Deep Clustering","created":"2024-11-04","cited_by_count":4,"area":null},{"id":"2503.11017","title":"Deep Incomplete Multi-view Clustering with Distribution Dual-Consistency Recovery Guidance","created":"2025-03-14","cited_by_count":4,"area":null},{"id":"2305.05421","title":"DC3DCD: unsupervised learning for multiclass 3D point cloud change detection","created":"2023-05-09","cited_by_count":3,"area":null},{"id":"2410.00023","title":"Self-Tuning Spectral Clustering for Speaker Diarization","created":"2024-09-16","cited_by_count":3,"area":null},{"id":"2507.04283","title":"Clustering via Self-Supervised Diffusion","created":"2025-07-06","cited_by_count":3,"area":"diffusion"},{"id":"2302.05134","title":"Neural Capacitated Clustering","created":"2023-02-10","cited_by_count":2,"area":null},{"id":"2304.14185","title":"HPSCAN: Human Perception-Based Scattered Data Clustering","created":"2023-04-27","cited_by_count":2,"area":null},{"id":"2403.03190","title":"Triple-CFN: Separating Concepts and Features Enhances Machine Abstract Reasoning Ability","created":"2024-03-05","cited_by_count":2,"area":"lr"},{"id":"2406.08524","title":"Federated Incomplete Multi-View Clustering with Heterogeneous Graph Neural Networks","created":"2024-06-12","cited_by_count":2,"area":null},{"id":"2411.07700","title":"Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning","created":"2024-11-12","cited_by_count":2,"area":"deeprl"},{"id":"2512.21944","title":"Data relativistic uncertainty framework for low-illumination anime scenery image enhancement","created":"2025-12-26","cited_by_count":2,"area":null},{"id":"2601.00963","title":"Deep Clustering with Associative Memories","created":"2026-01-02","cited_by_count":2,"area":null},{"id":"2212.03853","title":"Clustering with Neural Network and Index","created":"2022-12-05","cited_by_count":1,"area":null},{"id":"2407.02688","title":"Funny-Valen-Tine: Planning Solution Distribution Enhances Machine Abstract Reasoning Ability","created":"2024-07-02","cited_by_count":1,"area":"lr"},{"id":"2409.07931","title":"Task-Augmented Cross-View Imputation Network for Partial Multi-View Incomplete Multi-Label Classification","created":"2024-09-12","cited_by_count":1,"area":null},{"id":"2410.03596","title":"SiMilarity-Enhanced Homophily for Multi-View Heterophilous Graph Clustering","created":"2024-10-04","cited_by_count":1,"area":null},{"id":"2502.19337","title":"Consistent Amortized Clustering via Generative Flow Networks","created":"2025-02-26","cited_by_count":1,"area":null},{"id":"2503.17633","title":"Enhancing Martian Terrain Recognition with Deep Constrained Clustering","created":"2025-03-22","cited_by_count":1,"area":null},{"id":"2507.20840","title":"Towards Explainable Deep Clustering for Time Series Data","created":"2025-07-28","cited_by_count":1,"area":null},{"id":"2509.24662","title":"Community detection robustness of graph neural networks","created":"2025-09-29","cited_by_count":1,"area":null},{"id":"2510.24770","title":"DMVFC: Deep Learning Based Functionally Consistent Tractography Fiber Clustering Using Multimodal Diffusion MRI and Functional MRI","created":"2025-10-24","cited_by_count":1,"area":null},{"id":"2511.17983","title":"An Adaptive Resonance Theory-based Topological Clustering Algorithm with a Self-Adjusting Vigilance Parameter","created":"2025-11-22","cited_by_count":1,"area":null},{"id":"2602.05749","title":"How to Achieve the Intended Aim of Deep Clustering Now, without Deep Learning","created":"2026-02-05","cited_by_count":1,"area":null},{"id":"2605.29933","title":"CLUBench: A Clustering Benchmark","created":"2026-05-28","cited_by_count":1,"area":null},{"id":"2310.04946","title":"Transferable Deep Clustering Model","created":"2023-10-07","cited_by_count":0,"area":null},{"id":"2310.09718","title":"Efficient and Effective Deep Multi-view Subspace Clustering","created":"2023-10-15","cited_by_count":0,"area":null},{"id":"2311.01475","title":"Patch-Based Deep Unsupervised Image Segmentation using Graph Cuts","created":"2023-11-01","cited_by_count":0,"area":null},{"id":"2403.16201","title":"From Discrete to Continuous: Deep Fair Clustering With Transferable Representations","created":"2024-03-24","cited_by_count":0,"area":null},{"id":"2403.20251","title":"Latent Embedding Clustering for Occlusion Robust Head Pose Estimation","created":"2024-03-29","cited_by_count":0,"area":null},{"id":"2407.07222","title":"SPINEX-Clustering: Similarity-based Predictions with Explainable Neighbors Exploration for Clustering Problems","created":"2024-07-09","cited_by_count":0,"area":null},{"id":"2408.03407","title":"Deep Clustering via Distribution Learning","created":"2024-08-06","cited_by_count":0,"area":null},{"id":"2409.03938","title":"Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning","created":"2024-09-05","cited_by_count":0,"area":null},{"id":"2412.10473","title":"CONCLAD: COntinuous Novel CLAss Detector","created":"2024-12-13","cited_by_count":0,"area":null},{"id":"2501.02036","title":"Deep Clustering via Gradual Community Detection","created":"2025-01-03","cited_by_count":0,"area":null},{"id":"2502.02185","title":"Generative Kernel Spectral Clustering","created":"2025-02-04","cited_by_count":0,"area":null},{"id":"2505.04484","title":"A Tutorial on Discriminative Clustering and Mutual Information","created":"2025-05-07","cited_by_count":0,"area":null},{"id":"2505.16223","title":"MADCluster: Model-agnostic Anomaly Detection with Self-supervised Clustering Network","created":"2025-05-22","cited_by_count":0,"area":null},{"id":"2506.01987","title":"Equally Critical: Samples, Targets, and Their Mappings in Datasets","created":"2025-05-17","cited_by_count":0,"area":null},{"id":"2506.10200","title":"DynaSubVAE: Adaptive Subgrouping for Scalable and Robust OOD Detection","created":"2025-06-11","cited_by_count":0,"area":null},{"id":"2506.12514","title":"Interpretable Text-Guided Image Clustering via Iterative Search","created":"2025-06-14","cited_by_count":0,"area":null},{"id":"2507.12029","title":"Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery","created":"2025-07-16","cited_by_count":0,"area":null},{"id":"2507.12127","title":"Self-Adaptive and Robust Federated Spectrum Sensing without Benign Majority for Cellular Networks","created":"2025-07-16","cited_by_count":0,"area":null},{"id":"2509.15024","title":"Attention Beyond Neighborhoods: Reviving Transformer for Graph Clustering","created":"2025-09-18","cited_by_count":0,"area":null},{"id":"2509.20976","title":"An Adaptor for Triggering Semi-Supervised Learning to Out-of-Box Serve Deep Image Clustering","created":"2025-09-25","cited_by_count":0,"area":null},{"id":"2511.01196","title":"An Interdisciplinary and Cross-Task Review on Missing Data Imputation","created":"2025-11-03","cited_by_count":0,"area":null},{"id":"2511.09433","title":"What We Don't C: Manifold Disentanglement for Structured Discovery","created":"2025-11-12","cited_by_count":0,"area":null},{"id":"2511.13444","title":"Discovering Operational Patterns Using Image-Based Convolutional Clustering and Composite Evaluation: A Case Study in Foundry Melting Processes","created":"2025-11-17","cited_by_count":0,"area":null},{"id":"2512.15396","title":"SMART: Semantic Matching Contrastive Learning for Partially View-Aligned Clustering","created":"2025-12-17","cited_by_count":0,"area":null},{"id":"2512.20905","title":"DiEC: Diffusion Embedded Clustering","created":"2025-12-24","cited_by_count":0,"area":"diffusion"},{"id":"2604.10865","title":"Beyond Statistical Co-occurrence: Unlocking Intrinsic Semantics for Tabular Data Clustering","created":"2026-04-13","cited_by_count":0,"area":null},{"id":"2604.11144","title":"Hierarchical Textual Knowledge for Enhanced Image Clustering","created":"2026-04-13","cited_by_count":0,"area":null},{"id":"2604.19480","title":"Deep Sprite-based Image Models: An Analysis","created":"2026-04-21","cited_by_count":0,"area":null},{"id":"2605.08673","title":"PHIDA: Persistence-Guided Node-to-Cluster Mapping for Online Clustering","created":"2026-05-09","cited_by_count":0,"area":null},{"id":"2605.12961","title":"Reducing Bias and Variance: Generative Semantic Guidance and Bi-Layer Ensemble for Image Clustering","created":"2026-05-13","cited_by_count":0,"area":null},{"id":"2605.28501","title":"Fitting Unknown Number of Hyperplanes with Manifold Optimization","created":"2026-05-27","cited_by_count":0,"area":null},{"id":"2606.01525","title":"Semi-Supervised Hyperbolic Hierarchical Clustering with Set-Level Structural Priors","created":"2026-06-01","cited_by_count":0,"area":null},{"id":"2606.05131","title":"Deep Embedded Multiplicative DMD for Algebra-Preserving Koopman Learning","created":"2026-06-03","cited_by_count":0,"area":null},{"id":"2606.16196","title":"When Confidence Lacks Concepts: Interpretable OOD Detection via Representation Perturbations","created":"2026-06-15","cited_by_count":0,"area":null},{"id":"2606.18833","title":"Seed-Guided Semi-Supervised Clustering by A-Contrario Anomaly Detection","created":"2026-06-17","cited_by_count":0,"area":null},{"id":"2608.08418","title":"Learning Deep Modality-Shared Self-Expressiveness for Image Clustering with Textual Information","created":"2026-08-09","cited_by_count":0,"area":"mllm"}],"next_cursor":null}