Clustering with Deep Learning: Taxonomy and New Methods

Clustering with Deep Learning: Taxonomy and New Methods

23 January 2018

Vladimir Golkov

Maximilian Strobel

Papers citing "Clustering with Deep Learning: Taxonomy and New Methods"

18 / 18 papers shown

Title
Unsupervised Learning via Network-Aware Embeddings Anne Sophie Riis Damstrup Sofie Tosti Madsen Michele Coscia SSL 43 0 0 19 Sep 2023
Unsupervised Embedding Learning for Human Activity Recognition Using Wearable Sensor Data Taoran Sheng M. Huber SSL 19 10 0 21 Jul 2023
Clustering with Neural Network and Index Gang Liu 25 2 0 05 Dec 2022
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 43 100 0 09 Oct 2022
Visualizing the embedding space to explain the effect of knowledge distillation Hyun Seung Lee C. Wallraven 14 1 0 09 Oct 2021
A multi-stage semi-supervised improved deep embedded clustering method for bearing fault diagnosis under the situation of insufficient labeled samples Tong Sun Gang Yu 21 0 0 28 Sep 2021
Deep Learning and Traffic Classification: Lessons learned from a commercial-grade dataset with hundreds of encrypted and zero-day applications Lixuan Yang A. Finamore Feng Jun Dario Rossi 22 47 0 07 Apr 2021
A Framework for Deep Constrained Clustering Hongjing Zhang Tianyang Zhan Sugato Basu Ian Davidson 24 31 0 07 Jan 2021
Dissimilarity Mixture Autoencoder for Deep Clustering Juan S. Lara Fabio A. González 22 5 0 15 Jun 2020
MorphoCluster: Efficient Annotation of Plankton images by Clustering Simon-Martin Schroder R. Kiko Reinhard Koch 43 46 0 04 May 2020
Memory-Based Graph Networks Amir Hosein Khas Ahmadi Kaveh Hassani Parsa Moradi Leo Lee Q. Morris GNN 29 90 0 21 Feb 2020
Speaker diarization using latent space clustering in generative adversarial network Monisankha Pal Manoj Kumar Raghuveer Peri Tae Jin Park So Hyun Kim C. Lord Somer Bishop Shrikanth Narayanan 16 20 0 24 Oct 2019
Quantization-Based Regularization for Autoencoders Hanwei Wu M. Flierl DRL 6 2 0 27 May 2019
Point Cloud Oversegmentation with Graph-Structured Deep Metric Learning Loic Landrieu Mohamed Boussaha 3DPC 25 150 0 03 Apr 2019
Survey of state-of-the-art mixed data clustering algorithms Amir Ahmad Shehroz S. Khan 13 170 0 11 Nov 2018
Improving Image Clustering With Multiple Pretrained CNN Feature Extractors Joris Guérin Byron Boots 17 31 0 20 Jul 2018
Learning Neural Models for End-to-End Clustering B. Meier Ismail Elezi Mohammadreza Amirian Oliver Durr Thilo Stadelmann SSL 22 16 0 11 Jul 2018
SOM-VAE: Interpretable Discrete Representation Learning on Time Series Vincent Fortuin Matthias Huser Francesco Locatello Heiko Strathmann Gunnar Rätsch BDL AI4TS 32 140 0 06 Jun 2018