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Deep Clustering

Papers

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Showing 251–275 of 307 papers

TitleStatusHype
Practical applicability of deep neural networks for overlapping speaker separation—0
Multi-Modal Deep Clustering: Unsupervised Partitioning of ImagesCode0
Self-Supervised Learning by Cross-Modal Audio-Video ClusteringCode0
Are Noisy Sentences Useless for Distant Supervised Relation Extraction?—0
Deep Clustering for Mars Rover image datasets—0
Onssen: an open-source speech separation and enhancement libraryCode0
Multi-channel Speech Separation Using Deep Embedding Model with Multilayer Bootstrap Networks—0
Deep Clustering of Compressed Variational Embeddings—0
Differentiable Deep Clustering with Cluster Size Constraints—0
Mixture-of-Experts Variational Autoencoder for Clustering and Generating from Similarity-Based Representations on Single Cell DataCode0
Deep clustering with concrete k-means—0
DPSOM: Deep Probabilistic Clustering with Self-Organizing MapsCode0
Information based Deep Clustering: An experimental study—0
Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph EmbeddingCode0
Adversarial Deep Embedded Clustering: on a better trade-off between Feature Randomness and Feature Drift—0
On unsupervised-supervised risk and one-class neural networks—0
Variational pSOM: Deep Probabilistic Clustering with Self-Organizing Maps—0
Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations—0
An Investigation of Quantum Deep Clustering Framework with Quantum Deep SVM & Convolutional Neural Network Feature Extractor—0
N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded EmbeddingCode0
Deep Kernel Learning for Clustering—0
A Self-Training Approach for Short Text ClusteringCode0
Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features—0
Balanced Self-Paced Learning for Generative Adversarial Clustering Network—0
Analysis of Deep Clustering as Preprocessing for Automatic Speech Recognition of Sparsely Overlapping Speech—0
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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