Deep Divergence-Based Approach to Clustering

Deep Divergence-Based Approach to Clustering

13 February 2019

Michael C. Kampffmeyer

Arnt-Børre Salberg

Papers citing "Deep Divergence-Based Approach to Clustering"

15 / 15 papers shown

Title
Generalized Cauchy-Schwarz Divergence and Its Deep Learning Applications Mingfei Lu Chenxu Li Shujian Yu Robert Jenssen Badong Chen 19 0 0 07 May 2024
Enhanced Cauchy Schwarz inequality and some of its statistical applications S. Scarlatti 19 0 0 20 Mar 2024
Deep Metric Tensor Regularized Policy Gradient Gang Chen Victoria Huang 13 0 0 18 May 2023
On the Effects of Self-supervision and Contrastive Alignment in Deep Multi-view Clustering Daniel J. Trosten Sigurd Løkse Robert Jenssen Michael C. Kampffmeyer 11 23 0 17 Mar 2023
The Conditional Cauchy-Schwarz Divergence with Applications to Time-Series Data and Sequential Decision Making Shujian Yu Hongming Li Sigurd Løkse Robert Jenssen José C. Príncipe BDL 21 6 0 21 Jan 2023
A Clustering-guided Contrastive Fusion for Multi-view Representation Learning Guanzhou Ke Guoqing Chao Xiaoli Wang Chenyang Xu Yong-Nan Zhu Yang Yu SSL 18 18 0 28 Dec 2022
Total Variation Graph Neural Networks Jonas Hansen F. Bianchi 19 12 0 11 Nov 2022
Simplifying Clustering with Graph Neural Networks F. Bianchi 16 8 0 18 Jul 2022
Deep Bregman Divergence for Contrastive Learning of Visual Representations Mina Rezaei Farzin Soleymani B. Bischl Shekoofeh Azizi SSL 39 16 0 15 Sep 2021
Uniform Consistency in Nonparametric Mixture Models Bryon Aragam Ruiyi Yang 11 6 0 31 Aug 2021
This looks more like that: Enhancing Self-Explaining Models by Prototypical Relevance Propagation Srishti Gautam Marina M.-C. Höhne Stine Hansen Robert Jenssen Michael C. Kampffmeyer 19 49 0 27 Aug 2021
Reconsidering Representation Alignment for Multi-view Clustering Daniel J. Trosten Sigurd Løkse Robert Jenssen Michael C. Kampffmeyer 14 114 0 13 Mar 2021
Joint Optimization of an Autoencoder for Clustering and Embedding Ahcène Boubekki Michael C. Kampffmeyer Robert Jenssen Ulf Brefeld DRL 13 15 0 07 Dec 2020
A Unifying Review of Deep and Shallow Anomaly Detection Lukas Ruff Jacob R. Kauffmann Robert A. Vandermeulen G. Montavon Wojciech Samek Marius Kloft Thomas G. Dietterich Klaus-Robert Muller UQCV 11 775 0 24 Sep 2020
Spectral Clustering with Graph Neural Networks for Graph Pooling F. Bianchi Daniele Grattarola C. Alippi GNN 11 39 0 30 Jun 2019