SOTAVerified

Deep Clustering

Papers

Showing 5175 of 307 papers

TitleStatusHype
Stable Cluster Discrimination for Deep ClusteringCode1
Strongly Augmented Contrastive ClusteringCode1
Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep ClusteringCode1
Tri-Learn Graph Fusion Network for Attributed Graph ClusteringCode1
Attention-driven Graph Clustering NetworkCode1
Contextually Affinitive Neighborhood Refinery for Deep ClusteringCode1
Contextual unsupervised deep clustering in digital pathologyCode1
Generalized Clustering and Multi-Manifold Learning with Geometric Structure PreservationCode1
Contrastive Hierarchical ClusteringCode1
An Explicit Local and Global Representation Disentanglement Framework with Applications in Deep Clustering and Unsupervised Object DetectionCode1
Deep Robust Clustering by Contrastive LearningCode1
Deep Image Clustering with Category-Style RepresentationCode1
GCFAgg: Global and Cross-view Feature Aggregation for Multi-view ClusteringCode1
Robust Variational Contrastive Learning for Partially View-unaligned ClusteringCode1
Cryptocurrency Day Trading and Framing Prediction in Microblog Discourse0
Cross-view Topology Based Consistent and Complementary Information for Deep Multi-view Clustering0
Augmented Data as an Auxiliary Plug-in Towards Categorization of Crowdsourced Heritage Data0
Controllable Discovery of Intents: Incremental Deep Clustering Using Semi-Supervised Contrastive Learning0
Adversarial Deep Embedded Clustering: on a better trade-off between Feature Randomness and Feature Drift0
Unsupervised Continual Learning Via Pseudo Labels0
A Tutorial on Discriminative Clustering and Mutual Information0
Consistent Assignment for Representation Learning0
A multi-stage semi-supervised improved deep embedded clustering method for bearing fault diagnosis under the situation of insufficient labeled samples0
Consistency Enhancement-Based Deep Multiview Clustering via Contrastive Learning0
Consensus Clustering With Unsupervised Representation Learning0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DEKMNMI80.06Unverified
#ModelMetricClaimedVerifiedStatus
1DEKMNMI91.06Unverified
#ModelMetricClaimedVerifiedStatus
1DECAMP1:1 Accuracy80.6Unverified
#ModelMetricClaimedVerifiedStatus
1DECAMP1:1 Accuracy79.7Unverified
#ModelMetricClaimedVerifiedStatus
1DEKMNMI82.23Unverified