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Deep Clustering

Papers

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Showing 251–300 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
Deep Spectral Clustering using Dual Autoencoder Network—0
Multi-Geometry Spatial Acoustic Modeling for Distant Speech Recognition—0
Deep Comprehensive Correlation Mining for Image ClusteringCode0
Unsupervised training of a deep clustering model for multichannel blind source separation—0
Deep Clustering With Intra-class Distance Constraint for Hyperspectral Images—0
Short-term Road Traffic Prediction based on Deep Cluster at Large-scale Networks—0
Deep Divergence-Based Approach to Clustering—0
Towards Fair Deep Clustering With Multi-State Protected Variables—0
Unsupervised Person Re-identification by Deep Asymmetric Metric EmbeddingCode0
Semi-supervised deep embedded clusteringCode0
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids ConstructionCode0
Orthonormal Embedding-based Deep Clustering for Single-channel Speech Separation—0
Spectral Clustering via Ensemble Deep Autoencoder Learning (SC-EDAE)—0
Estimating Rationally Inattentive Utility Functions with Deep Clustering for Framing - Applications in YouTube Engagement Dynamics—0
Deep Clustering Based on a Mixture of Autoencoders—0
Deep Density-based Image ClusteringCode0
Class-conditional embeddings for music source separation—0
Unsupervised Deep Clustering for Source Separation: Direct Learning from Mixtures using Spatial InformationCode0
Deep clustering: On the link between discriminative models and K-meansCode0
Deep Clustering for Unsupervised Learning of Visual FeaturesCode1
A probabilistic constrained clustering for transfer learning and image category discovery—0
Semi-Supervised Clustering with Neural Networks—0
Alternative Objective Functions for Deep Clustering—0
Deep clustering of longitudinal data—0
Object category learning and retrieval with weak supervisionCode0
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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