CNN-Based Joint Clustering and Representation Learning with Feature Drift Compensation for Large-Scale Image Data

19 May 2017

Papers citing "CNN-Based Joint Clustering and Representation Learning with Feature Drift Compensation for Large-Scale Image Data"

17 / 17 papers shown

Title
Historical Printed Ornaments: Dataset and Tasks Sayan Kumar Chaki Z. S. Baltaci Elliot Vincent Remi Emonet Fabienne Vial-Bonacci Christelle Bahier-Porte Mathieu Aubry Thierry Fournel 52 0 0 16 Aug 2024
Novel Class Discovery: an Introduction and Key Concepts Colin Troisemaine V. Lemaire Stéphane Gosselin Alexandre Reiffers-Masson Joachim Flocon-Cholet Sandrine Vaton 50 21 0 22 Feb 2023
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 50 101 0 09 Oct 2022
Boosting the Performance of Semi-Supervised Learning with Unsupervised Clustering B. Lerner Guy Shiran D. Weinshall SSL 22 5 0 01 Dec 2020
Image Clustering using an Augmented Generative Adversarial Network and Information Maximization Foivos Ntelemis Yaochu Jin S. Thomas GAN 33 13 0 08 Nov 2020
GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering Chuang Niu Jun Zhang Ge Wang Jimin Liang SSL 27 70 0 27 Feb 2020
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 37 815 0 31 Dec 2019
Discriminative Local Sparse Representation by Robust Adaptive Dictionary Pair Learning Yulin Sun Zhao Zhang Weiming Jiang Zheng-Wei Zhang Li Zhang Shuicheng Yan Meng Wang 38 56 0 20 Nov 2019
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 117 194 0 18 Oct 2019
Adversarial Deep Embedded Clustering: on a better trade-off between Feature Randomness and Feature Drift Nairouz Mrabah Mohamed Bouguessa Riadh Ksantini OOD 24 53 0 26 Sep 2019
RECAL: Reuse of Established CNN classifer Apropos unsupervised Learning paradigm J. Saha J. Mukhopadhyay 16 9 0 15 Jun 2019
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction Nairouz Mrabah N. Khan Riadh Ksantini Z. Lachiri 23 63 0 23 Jan 2019
Deep Representation Learning Characterized by Inter-class Separation for Image Clustering Dipanjan Das Ratul Ghosh Brojeshwar Bhowmick OOD SSL DRL 23 7 0 19 Jan 2019
Deep Clustering Based on a Mixture of Autoencoders Shlomo E. Chazan Sharon Gannot Jacob Goldberger 22 39 0 16 Dec 2018
Geodesic Clustering in Deep Generative Models Tao Yang Georgios Arvanitidis Dongmei Fu Xiaogang Li Søren Hauberg 19 27 0 13 Sep 2018
Clustering with Deep Learning: Taxonomy and New Methods Elie Aljalbout Vladimir Golkov Yawar Siddiqui Maximilian Strobel Daniel Cremers 33 241 0 23 Jan 2018
Differentially Private Mixture of Generative Neural Networks G. Ács Luca Melis C. Castelluccia Emiliano De Cristofaro SyDa 27 120 0 13 Sep 2017