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Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization

20 April 2017

Kamran Ghasedi Dizaji

Papers citing "Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization"

50 / 112 papers shown

Title
Policy-Based Trajectory Clustering in Offline Reinforcement Learning Hao Hu Xinqi Wang Simon S. Du OffRL 20 0 0 10 Jun 2025
Scalable Robust Bayesian Co-Clustering with Compositional ELBOs Ashwin Vinod Chandrajit Bajaj BDL 123 0 0 05 Apr 2025
Proxy Denoising for Source-Free Domain Adaptation Song Tang Wenxin Su Mao Ye Jianwei Zhang Xiatian Zhu Xiatian Zhu 157 2 0 03 Jun 2024
Unified Source-Free Domain Adaptation Song Tang Wenxin Su Mao Ye Jianwei Zhang Xiatian Zhu 145 6 0 12 Mar 2024
Deep Embedding Clustering Driven by Sample Stability Zhanwen Cheng Feijiang Li Jieting Wang Yuhua Qian 51 0 0 29 Jan 2024
RAT: Reinforcement-Learning-Driven and Adaptive Testing for Vulnerability Discovery in Web Application Firewalls M. Amouei Mohsen Rezvani Mansoor Fateh AAML 29 18 0 13 Dec 2023
GeT: Generative Target Structure Debiasing for Domain Adaptation Can Zhang G. Lee DiffM 84 2 0 20 Aug 2023
Contrastive Representation Disentanglement for Clustering Fei Ding Dan Zhang Yin Yang Venkat Krovi Feng Luo SSL DRL 34 0 0 08 Jun 2023
DMS: Differentiable Mean Shift for Dataset Agnostic Task Specific Clustering Using Side Information Michael A. Hobley V. Prisacariu OOD 59 1 0 29 May 2023
Achieving Occam's Razor: Deep Learning for Optimal Model Reduction Botond B Antal Anthony G. Chesebro H. Strey Lilianne Mujica-Parodi Corey Weistuch 35 3 0 24 Mar 2023
Unsupervised Domain Adaptation via Distilled Discriminative Clustering Hui Tang Yaowei Wang Kui Jia OOD 60 44 0 23 Feb 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu Jikang Cheng TTA 129 109 0 23 Feb 2023
Novel Class Discovery: an Introduction and Key Concepts Colin Troisemaine V. Lemaire Stéphane Gosselin Alexandre Reiffers-Masson Joachim Flocon-Cholet Sandrine Vaton 102 22 0 22 Feb 2023
Deep Clustering of Tabular Data by Weighted Gaussian Distribution Learning S. B. Rabbani Ivan V. Medri Manar D. Samad 91 4 0 02 Jan 2023
Effectiveness of Deep Image Embedding Clustering Methods on Tabular Data Sakib Abrar A. Sekmen Manar D. Samad 64 7 0 28 Dec 2022
Improved Representation Learning Through Tensorized Autoencoders Pascal Esser Satyaki Mukherjee Mahalakshmi Sabanayagam Debarghya Ghoshdastidar SSL GNN OOD DRL 77 0 0 02 Dec 2022
Twin Contrastive Learning for Online Clustering Yunfan Li Mouxing Yang Dezhong Peng Taihao Li Jian-Tao Huang Xiaocui Peng 64 111 0 21 Oct 2022
Generalised Mutual Information for Discriminative Clustering Louis Ohl Pierre-Alexandre Mattei C. Bouveyron Warith Harchaoui Mickael Leclercq Arnaud Droit F. Precioso 40 6 0 12 Oct 2022
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 104 112 0 09 Oct 2022
Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric Pengxin Zeng Yunfan Li Peng Hu Dezhong Peng Jiancheng Lv Xiaocui Peng 60 14 0 26 Sep 2022
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions Sheng Zhou Hongjia Xu Zhuonan Zheng Jiawei Chen Zhao Li Jiajun Bu Jia Wu Xin Eric Wang Wenwu Zhu Martin Ester 96 103 0 15 Jun 2022
DeepCluE: Enhanced Image Clustering via Multi-layer Ensembles in Deep Neural Networks Dong Huang Ding Chen Xiang Chen Changdong Wang Jianhuang Lai 53 4 0 01 Jun 2022
JR2net: A Joint Non-Linear Representation and Recovery Network for Compressive Spectral Imaging Brayan Monroy Jorge Bacca Henry Arguello SupR 58 11 0 16 May 2022
Machine Learning for Intrusion Detection in Industrial Control Systems: Applications, Challenges, and Recommendations Muhammad Azmi Umer K. N. Junejo Muhammad Taha Jilani A. Mathur AI4CE 51 89 0 24 Feb 2022
Towards Unsupervised Open World Semantic Segmentation Svenja Uhlemeyer Matthias Rottmann Hanno Gottschalk 121 18 0 04 Jan 2022
Top-Down Deep Clustering with Multi-generator GANs Daniel de Mello Renato M. Assunção Fabricio Murai 76 17 0 06 Dec 2021
Learning a Self-Expressive Network for Subspace Clustering Shangzhi Zhang Chong You René Vidal Chun-Guang Li 91 44 0 08 Oct 2021
Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 144 248 0 08 Oct 2021
Cluster Analysis with Deep Embeddings and Contrastive Learning Ramakrishnan Sundareswaran Jansel Herrera-Gerena John Just Ali Janessari SSL DRL 54 4 0 26 Sep 2021
Deep Variational Clustering Framework for Self-labeling of Large-scale Medical Images Farzin Soleymani M. Eslami T. Elze B. Bischl Mina Rezaei 46 5 0 22 Sep 2021
Generalized Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 96 259 0 03 Aug 2021
Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge Distillation Bingchen Zhao Kai Han 70 111 0 07 Jul 2021
AutoNovel: Automatically Discovering and Learning Novel Visual Categories Kai Han Sylvestre-Alvise Rebuffi Sébastien Ehrhardt Andrea Vedaldi Andrew Zisserman SSL 77 132 0 29 Jun 2021
Enhancing the Analysis of Software Failures in Cloud Computing Systems with Deep Learning Domenico Cotroneo L. Simone Pietro Liguori R. Natella 38 19 0 29 Jun 2021
Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view Clustering Jie Xu Yazhou Ren Huayi Tang X. Pu Xiaofeng Zhu Ming Zeng Lifang He DRL 57 111 0 21 Jun 2021
Neighborhood Contrastive Learning for Novel Class Discovery Zhun Zhong Enrico Fini Subhankar Roy Zhiming Luo Elisa Ricci N. Sebe 87 149 0 20 Jun 2021
Learning the Precise Feature for Cluster Assignment Yanhai Gan Xinghui Dong Huiyu Zhou Feng Gao Junyu Dong 76 5 0 11 Jun 2021
Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data Xu Jia Kai Han Yukun Zhu Bradley Green 190 59 0 26 Apr 2021
Pseudo-supervised Deep Subspace Clustering Juncheng Lv Zhao Kang Xiao Lu Zenglin Xu 80 115 0 08 Apr 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 27 50 0 07 Apr 2021
Graph Contrastive Clustering Huasong Zhong Jianlong Wu Chong Chen Jianqiang Huang Minghua Deng Liqiang Nie Zhouchen Lin Xiansheng Hua 65 116 0 03 Apr 2021
Self-supervised Discriminative Feature Learning for Deep Multi-view Clustering Jie Xu Yazhou Ren Huayi Tang Zhimeng Yang Lili Pan Yang Yang X. Pu 107 140 0 28 Mar 2021
Learning Multimodal Affinities for Textual Editing in Images Or Perel Oron Anschel Omri Ben-Eliezer Shai Mazor Hadar Averbuch-Elor 58 1 0 18 Mar 2021
SPICE: Semantic Pseudo-labeling for Image Clustering Chuang Niu Hongming Shan Ge Wang VLM 199 154 0 17 Mar 2021
Unsupervised Domain Adaptation of Black-Box Source Models Haojian Zhang Yabin Zhang Kui Jia Lei Zhang 203 54 0 08 Jan 2021
A Framework for Deep Constrained Clustering Hongjing Zhang Tianyang Zhan Sugato Basu Ian Davidson 62 31 0 07 Jan 2021
Learning Robust Representation for Clustering through Locality Preserving Variational Discriminative Network Ruixuan Luo Wei Li Zhiyuan Zhang Ruihan Bao Keiko Harimoto Xu Sun OOD DRL 30 1 0 25 Dec 2020
Clustering high dimensional meteorological scenarios: results and performance index Yamila Barrera L. Boechi Matthieu Jonckheere Vincent Lefieux D. Picard Ezequiel Smucler A. Somacal Alfredo Umfurer 13 1 0 14 Dec 2020
Shuffle and Learn: Minimizing Mutual Information for Unsupervised Hashing Fangrui Liu Zheng Liu 60 0 0 20 Nov 2020
Image Clustering using an Augmented Generative Adversarial Network and Information Maximization Foivos Ntelemis Yaochu Jin S. Thomas GAN 68 13 0 08 Nov 2020