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 1576–1600 of 10718 papers

Title	Date	Tasks	Status	Score
Decorrelated Clustering with Data Selection Bias	Jun 29, 2020	ClusteringSelection bias	CodeCode Available	5
DECWA : Density-Based Clustering using Wasserstein Distance	Oct 25, 2023	Clustering	CodeCode Available	5
Generalized Shortest Path-based Superpixels for Accurate Segmentation of Spherical Images	Apr 15, 2020	ClusteringSuperpixels	CodeCode Available	5
General Tensor Spectral Co-clustering for Higher-Order Data	Dec 1, 2016	Clustering	CodeCode Available	5
A Stochastic Alternating Balance k-Means Algorithm for Fair Clustering	May 29, 2021	ClusteringDecision Making	CodeCode Available	5
Decipherment of Historical Manuscript Images	Oct 9, 2018	ClusteringDecipherment	CodeCode Available	5
Benchmarking Scalable Methods for Streaming Cross Document Entity Coreference	Aug 1, 2021	BenchmarkingClustering	CodeCode Available	5
Deduplication Over Heterogeneous Attribute Types (D-HAT)	Nov 24, 2022	AttributeClustering	CodeCode Available	5
Debiasing Graph Transfer Learning via Item Semantic Clustering for Cross-Domain Recommendations	Nov 7, 2022	ClusteringRecommendation Systems	CodeCode Available	5
A Mixture of Matrix Variate Bilinear Factor Analyzers	Dec 22, 2017	ClusteringDimensionality Reduction	CodeCode Available	5
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition	Oct 6, 2013	ClusteringDomain Adaptation	CodeCode Available	5
ast2vec: Utilizing Recursive Neural Encodings of Python Programs	Mar 22, 2021	ClusteringOutlier Detection	CodeCode Available	5
An ensemble based on a bi-objective evolutionary spectral algorithm for graph clustering	Oct 8, 2018	ClusteringGraph Clustering	CodeCode Available	5
Better Algorithms for Individually Fair k-Clustering	Jun 23, 2021	ClusteringFairness	CodeCode Available	5
A Clustering Framework for Lexical Normalization of Roman Urdu	Mar 31, 2020	ClusteringLexical Normalization	CodeCode Available	5
DeBaCl: A Python Package for Interactive DEnsity-BAsed CLustering	Jul 30, 2013	ClusteringComputational Efficiency	CodeCode Available	5
Global Semantic Description of Objects based on Prototype Theory	Jun 8, 2019	ClusteringObject	CodeCode Available	5
Decentralized adaptive clustering of deep nets is beneficial for client collaboration	Jun 17, 2022	Clustering	CodeCode Available	5
GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation Learning	Jul 20, 2022	Action RecognitionClustering	CodeCode Available	5
Deep Adaptive Image Clustering	Oct 1, 2017	ClusteringImage Clustering	CodeCode Available	5
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching	Apr 26, 2020	ClusteringForm	CodeCode Available	5
Dataset Clustering for Improved Offline Policy Learning	Feb 14, 2024	Clusteringcontinuous-control	CodeCode Available	5
DBSCAN in domains with periodic boundary conditions	Jan 28, 2025	Clustering	CodeCode Available	5
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets	Jun 10, 2019	Cloud ComputingClustering	CodeCode Available	5
Data Pruning in Generative Diffusion Models	Nov 19, 2024	Clustering	CodeCode Available	5

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