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Deep Clustering

Papers

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Showing 251–300 of 307 papers

TitleStatusHype
Spatial and spectral deep attention fusion for multi-channel speech separation using deep embedding features—0
Unsupervised deep clustering for predictive texture pattern discovery in medical images—0
Leveraging tensor kernels to reduce objective function mismatch in deep clusteringCode0
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
Information based Deep Clustering: An experimental study—0
DPSOM: Deep Probabilistic Clustering with Self-Organizing MapsCode0
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
Unsupervised Person Re-identification by Deep Asymmetric Metric EmbeddingCode0
Towards Fair Deep Clustering With Multi-State Protected Variables—0
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
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
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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