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Deep Clustering

Papers

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Showing 251–300 of 307 papers

TitleStatusHype
Efficient Deep Clustering of Human Activities and How to Improve EvaluationCode0
Efficient Deep Embedded Subspace ClusteringCode0
DECAR: Deep Clustering for learning general-purpose Audio RepresentationsCode0
Learning the Precise Feature for Cluster AssignmentCode0
Towards Image Semantics and Syntax Sequence LearningCode0
Semi-supervised deep embedded clusteringCode0
AVATAR: Adversarial self-superVised domain Adaptation network for TARget domainCode0
Unsupervised Continual Learning via Self-Adaptive Deep Clustering ApproachCode0
Deep clustering: On the link between discriminative models and K-meansCode0
Deep Clustering Survival Machines with Interpretable Expert DistributionsCode0
Unsupervised Data Fusion With Deeper Perspective: A Novel Multisensor Deep Clustering AlgorithmCode0
Unsupervised Person Re-identification by Deep Asymmetric Metric EmbeddingCode0
K-Deep Simplex: Deep Manifold Learning via Local DictionariesCode0
MGTCOM: Community Detection in Multimodal GraphsCode0
Scattering Transform Based Image Clustering using Projection onto Orthogonal ComplementCode0
Mixture Model Auto-Encoders: Deep Clustering through Dictionary LearningCode0
Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy MinimizationCode0
Deep Clustering via Probabilistic Ratio-Cut OptimizationCode0
Mixture-of-Experts Variational Autoencoder for Clustering and Generating from Similarity-Based Representations on Single Cell DataCode0
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids ConstructionCode0
AugDMC: Data Augmentation Guided Deep Multiple ClusteringCode0
Deep Clustering of Tabular Data by Weighted Gaussian Distribution LearningCode0
Deep Clustering with Diffused Sampling and Hardness-aware Self-distillationCode0
Unsupervised Deep Learning-based clustering for Human Activity RecognitionCode0
A Self-Training Approach for Short Text ClusteringCode0
Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization ApproachCode0
Generalised Mutual Information for Discriminative ClusteringCode0
Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech SeparationCode0
SP^2OT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced ClusteringCode0
Deep Comprehensive Correlation Mining for Image ClusteringCode0
AutoEmbedder: A semi-supervised DNN embedding system for clusteringCode0
Deep Density-based Image ClusteringCode0
Self-Supervised Learning by Cross-Modal Audio-Video ClusteringCode0
Image Clustering Algorithm Based on Self-Supervised Pretrained Models and Latent Feature Distribution OptimizationCode0
Hard Regularization to Prevent Deep Online Clustering Collapse without Data AugmentationCode0
Heterogeneous Tri-stream Clustering NetworkCode0
Deep Fair Clustering for Visual LearningCode0
Deep Fair Discriminative ClusteringCode0
Multi-Modal Deep Clustering: Unsupervised Partitioning of ImagesCode0
Representation Learning for Clustering via Building ConsensusCode0
DPSOM: Deep Probabilistic Clustering with Self-Organizing MapsCode0
Leveraging tensor kernels to reduce objective function mismatch in deep clusteringCode0
iCVI-ARTMAP: Accelerating and improving clustering using adaptive resonance theory predictive mapping and incremental cluster validity indicesCode0
Image Clustering using an Augmented Generative Adversarial Network and Information MaximizationCode0
Datacube segmentation via Deep Spectral ClusteringCode0
Deep Metric Learning Meets Deep Clustering: An Novel Unsupervised Approach for Feature EmbeddingCode0
Multi-talker Speech Separation with Utterance-level Permutation Invariant Training of Deep Recurrent Neural NetworksCode0
DeepNuParc: A Novel Deep Clustering Framework for Fine-scale Parcellation of Brain Nuclei Using Diffusion MRI TractographyCode0
Deep Online Probability Aggregation ClusteringCode0
N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded EmbeddingCode0
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Benchmark Results

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