Clustering

Clustering is the task of grouping unlabeled data point into disjoint subsets. Each data point is labeled with a single class. The number of classes is not known a priori. The grouping criteria is typically based on the similarity of data points to each other.

Papers

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Showing 1701–1725 of 10718 papers

Title	Date	Tasks	Status	Score
Adaptive Transfer Clustering: A Unified Framework	Oct 28, 2024	ClusteringTransfer Learning	CodeCode Available	5
Intrinsic Rewards from Self-Organizing Feature Maps for Exploration in Reinforcement Learning	Feb 6, 2023	ClusteringDeep Reinforcement Learning	CodeCode Available	5
DAOC: Stable Clustering of Large Networks	Sep 19, 2019	ClusteringDiversity	CodeCode Available	5
A Simple Approach to Sparse Clustering	Feb 23, 2016	Clustering	CodeCode Available	5
A Clustering-Based Combinatorial Approach to Unsupervised Matching of Product Titles	Mar 7, 2019	ClusteringRetrieval	CodeCode Available	5
Clustering-based Image-Text Graph Matching for Domain Generalization	Oct 4, 2023	ClusteringDomain Generalization	CodeCode Available	5
A Similarity Measure for Material Appearance	May 4, 2019	ClusteringImage Similarity Search	CodeCode Available	5
Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning	Nov 6, 2024	Clustering	CodeCode Available	5
Datacube segmentation via Deep Spectral Clustering	Jan 31, 2024	ClusteringDeep Clustering	CodeCode Available	5
IUCM at SemEval-2018 Task 11: Similar-Topic Texts as a Comprehension Knowledge Source	Jun 1, 2018	ClusteringLemmatization	CodeCode Available	5
CUP: Cluster Pruning for Compressing Deep Neural Networks	Nov 19, 2019	ClusteringReinforcement Learning	CodeCode Available	5
CTRL: Clustering Training Losses for Label Error Detection	Aug 17, 2022	ClusteringLabel Error Detection	CodeCode Available	5
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced Classification	Dec 12, 2017	ClusteringEnsemble Learning	CodeCode Available	5
Joint Maximum Purity Forest with Application to Image Super-Resolution	Aug 30, 2017	ClusteringGeneral Classification	CodeCode Available	5
CSTS: A Benchmark for the Discovery of Correlation Structures in Time Series Clustering	May 20, 2025	ClusteringClustering Algorithms Evaluation	CodeCode Available	5
A Maximum Likelihood Approach to Extract Finite Planes from 3-D Laser Scans	Oct 23, 2019	Clusteringobject-detection	CodeCode Available	5
An Image Clustering Auto-Encoder Based on Predefined Evenly-Distributed Class Centroids and MMD Distance	Jun 10, 2019	ClusteringData Augmentation	CodeCode Available	5
Joint Unsupervised Learning of Deep Representations and Image Clusters	Apr 13, 2016	ClusteringImage Clustering	CodeCode Available	5
Affinity Clustering Framework for Data Debiasing Using Pairwise Distribution Discrepancy	Jun 2, 2023	AttributeClustering	CodeCode Available	5
3C: Confidence-Guided Clustering and Contrastive Learning for Unsupervised Person Re-Identification	Aug 18, 2024	ClusteringContrastive Learning	CodeCode Available	5
CTBNCToolkit: Continuous Time Bayesian Network Classifier Toolkit	Apr 18, 2014	ClusteringGeneral Classification	CodeCode Available	5
KCluster: An LLM-based Clustering Approach to Knowledge Component Discovery	May 9, 2025	ClusteringDescriptive	CodeCode Available	5
A semi-supervised sparse K-Means algorithm	Mar 16, 2020	Clustering	CodeCode Available	5
Kernel-estimated Nonparametric Overlap-Based Syncytial Clustering	May 24, 2018	Clustering	CodeCode Available	5
A Semi-Supervised Self-Organizing Map with Adaptive Local Thresholds	Jul 1, 2019	ClusteringGeneral Classification	CodeCode Available	5

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