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 2001–2025 of 10718 papers

Title	Date	Tasks	Status	Score
Privacy-Preserving Clustering: A New ApproachBased on Invariant Order Encryption	Dec 20, 2020	Cloud ComputingClustering	CodeCode Available	5
ClusterFuG: Clustering Fully connected Graphs by Multicut	Jan 28, 2023	ClusteringGraph Clustering	CodeCode Available	5
Deep Bayesian Self-Training	Nov 26, 2018	ClusteringVariational Inference	CodeCode Available	5
Deduplication Over Heterogeneous Attribute Types (D-HAT)	Nov 24, 2022	AttributeClustering	CodeCode Available	5
Deep Adaptive Image Clustering	Oct 1, 2017	ClusteringImage Clustering	CodeCode Available	5
ClusterGraph: a new tool for visualization and compression of multidimensional data	Nov 8, 2024	ClusteringDimensionality Reduction	CodeCode Available	5
Adaptive Nonparametric Clustering	Sep 26, 2017	ClusteringNonparametric Clustering	CodeCode Available	5
DECWA : Density-Based Clustering using Wasserstein Distance	Oct 25, 2023	Clustering	CodeCode Available	5
Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding	Oct 1, 2019	ClusteringDeep Clustering	CodeCode Available	5
Progressive Cluster Purification for Unsupervised Feature Learning	Jul 6, 2020	ClusteringSpecificity	CodeCode Available	5
Decentralized adaptive clustering of deep nets is beneficial for client collaboration	Jun 17, 2022	Clustering	CodeCode Available	5
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition	Oct 6, 2013	ClusteringDomain Adaptation	CodeCode Available	5
ProSiT! Latent Variable Discovery with PROgressive SImilarity Thresholds	Oct 26, 2022	ClusteringTopic Models	CodeCode Available	5
Clustering acoustic emission data streams with sequentially appearing clusters using mixture models	Aug 25, 2021	Clustering	CodeCode Available	5
Decipherment of Historical Manuscript Images	Oct 9, 2018	ClusteringDecipherment	CodeCode Available	5
DeBaCl: A Python Package for Interactive DEnsity-BAsed CLustering	Jul 30, 2013	ClusteringComputational Efficiency	CodeCode Available	5
Pruned Wasserstein Index Generation Model and wigpy Package	Mar 30, 2020	Clusteringmodel	CodeCode Available	5
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery	Oct 26, 2024	ClusteringContrastive Learning	CodeCode Available	5
Almost exact recovery in noisy semi-supervised learning	Jul 29, 2020	ClusteringCommunity Detection	CodeCode Available	5
Debiasing Graph Transfer Learning via Item Semantic Clustering for Cross-Domain Recommendations	Nov 7, 2022	ClusteringRecommendation Systems	CodeCode Available	5
An unsupervised learning approach for predicting wind farm power and downstream wakes using weather patterns	Feb 12, 2023	Clustering	CodeCode Available	5
PWLS-ULTRA: An Efficient Clustering and Learning-Based Approach for Low-Dose 3D CT Image Reconstruction	Mar 27, 2017	ClusteringComputed Tomography (CT)	CodeCode Available	5
DBSCAN in domains with periodic boundary conditions	Jan 28, 2025	Clustering	CodeCode Available	5
LEACH-RLC: Enhancing IoT Data Transmission with Optimized Clustering and Reinforcement Learning	Jan 28, 2024	Clusteringreinforcement-learning	CodeCode Available	5
DCSI -- An improved measure of cluster separability based on separation and connectedness	Oct 19, 2023	Clustering	CodeCode Available	5

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