An Image Clustering Auto-Encoder Based on Predefined Evenly-Distributed
Class Centroids and MMD Distance

v1v2 (latest)

An Image Clustering Auto-Encoder Based on Predefined Evenly-Distributed Class Centroids and MMD Distance

10 June 2019

ArXiv (abs)PDF HTML Github (16★)

Papers citing "An Image Clustering Auto-Encoder Based on Predefined Evenly-Distributed Class Centroids and MMD Distance"

16 / 16 papers shown

Title
Local Deep-Feature Alignment for Unsupervised Dimension Reduction Jian Zhang Jun-chen Yu Dacheng Tao 69 198 0 22 Apr 2019
A Classification Supervised Auto-Encoder Based on Predefined Evenly-Distributed Class Centroids Qiuyu Zhu Ruixin Zhang BDL DRL 41 37 0 01 Feb 2019
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 285 8,920 0 25 Aug 2017
CNN-Based Joint Clustering and Representation Learning with Feature Drift Compensation for Large-Scale Image Data Chih-Chung Hsu Chia-Wen Lin SSL 101 128 0 19 May 2017
Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization Kamran Ghasedi Dizaji Amirhossein Herandi Cheng Deng Weidong (Tom) Cai Heng-Chiao Huang 49 524 0 20 Apr 2017
Discriminatively Boosted Image Clustering with Fully Convolutional Auto-Encoders Fengfu Li Hong Qiao Bo Zhang Xuanyang Xi SSL 72 250 0 23 Mar 2017
Learning Discrete Representations via Information Maximizing Self-Augmented Training Weihua Hu Takeru Miyato Seiya Tokui Eiichi Matsumoto Masashi Sugiyama 83 452 0 28 Feb 2017
Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering Zhuxi Jiang Yin Zheng Huachun Tan Bangsheng Tang Hanning Zhou BDL DRL 82 732 0 16 Nov 2016
Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering Bo Yang Xiao Fu N. Sidiropoulos Mingyi Hong DRL 81 877 0 15 Oct 2016
Tutorial on Variational Autoencoders Carl Doersch BDL DRL 99 1,747 0 19 Jun 2016
Joint Unsupervised Learning of Deep Representations and Image Clusters Jianwei Yang Devi Parikh Dhruv Batra SSL 57 818 0 13 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Unsupervised Deep Embedding for Clustering Analysis Junyuan Xie Ross B. Girshick Ali Farhadi SSL 100 2,880 0 19 Nov 2015
Learning A Task-Specific Deep Architecture For Clustering Zhangyang Wang Shiyu Chang Jiayu Zhou Meng Wang Thomas S. Huang 69 81 0 01 Sep 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,923 0 20 Dec 2013
Graph Degree Linkage: Agglomerative Clustering on a Directed Graph Wayne Zhang Xiaogang Wang Deli Zhao Xiaoou Tang 77 171 0 25 Aug 2012