Deep Clustering: A Comprehensive Survey

9 October 2022

Philip S. Yu

Papers citing "Deep Clustering: A Comprehensive Survey"

42 / 42 papers shown

Title
A Tutorial on Discriminative Clustering and Mutual Information Louis Ohl Pierre-Alexandre Mattei F. Precioso 32 0 0 07 May 2025
Riemannian Optimization on Relaxed Indicator Matrix Manifold Jinghui Yuan Fangyuan Xie Feiping Nie Xuelong Li 72 0 0 26 Mar 2025
Enhancing Martian Terrain Recognition with Deep Constrained Clustering Tejas Panambur M. Parente 52 0 0 22 Mar 2025
Deep Incomplete Multi-view Clustering with Distribution Dual-Consistency Recovery Guidance Jiaqi Jin Siwei Wang Zhibin Dong Xihong Yang Xinwang Liu En Zhu Kunlun He 38 0 0 14 Mar 2025
Consistent Amortized Clustering via Generative Flow Networks Irit Chelly Roy Uziel O. Freifeld Ari Pakman 51 0 0 26 Feb 2025
Generative Kernel Spectral Clustering David Winant Sonny Achten Johan A. K. Suykens 70 0 0 04 Feb 2025
A Comprehensive Survey on Spectral Clustering with Graph Structure Learning Kamal Berahmand Farid Saberi-Movahed Razieh Sheikhpour Yuefeng Li Mahdi Jalili 44 1 0 23 Jan 2025
CONCLAD: COntinuous Novel CLAss Detector Amanda Rios I. Ndiour Parual Datta Omesh Tickoo Nilesh A. Ahuja 80 0 0 13 Dec 2024
Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning Stefan Pranger Hana Chockler Martin Tappler Bettina Könighofer OffRL 41 0 0 12 Nov 2024
A Novel Deep Learning Tractography Fiber Clustering Framework for Functionally Consistent White Matter Parcellation Using Multimodal Diffusion MRI and Functional MRI Jin Wang Bocheng Guo Yijie Li Junyi Wang Yuqian Chen J. Rushmore N. Makris Yogesh Rathi L. O’Donnell Fan Zhang 26 1 0 04 Nov 2024
Breaking the Reclustering Barrier in Centroid-based Deep Clustering Lukas Miklautz Timo Klein Kevin Sidak Collin Leiber Thomas Lang Andrii Shkabrii Sebastian Tschiatschek Claudia Plant 34 0 0 04 Nov 2024
Organizing Unstructured Image Collections using Natural Language Mingxuan Liu Zhun Zhong Jun Li Gianni Franchi Subhankar Roy Elisa Ricci VLM 39 3 0 07 Oct 2024
SiMilarity-Enhanced Homophily for Multi-View Heterophilous Graph Clustering Jianpeng Chen Yawen Ling Yazhou Ren Zichen Wen Tianyi Wu Shufei Zhang Lifang He 29 0 0 04 Oct 2024
Self-Tuning Spectral Clustering for Speaker Diarization Nikhil Raghav Avisek Gupta Md Sahidullah Swagatam Das 24 0 0 16 Sep 2024
Task-Augmented Cross-View Imputation Network for Partial Multi-View Incomplete Multi-Label Classification Xiaohuan Lu Lian Zhao Wai Keung Wong Jie Wen Jiang Long Wulin Xie 36 1 0 12 Sep 2024
Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning Isaac Ray Alexei Skurikhin 124 0 0 05 Sep 2024
Deep Clustering via Distribution Learning Guanfang Dong Zijie Tan Chenqiu Zhao Anup Basu OOD 23 0 0 06 Aug 2024
A Survey on Deep Clustering: From the Prior Perspective Yiding Lu Haobin Li Yunfan Li Yijie Lin Xi Peng 40 5 0 28 Jun 2024
Federated Incomplete Multi-View Clustering with Heterogeneous Graph Neural Networks Xueming Yan Ziqi Wang Yaochu Jin FedML 36 0 0 12 Jun 2024
Latent Embedding Clustering for Occlusion Robust Head Pose Estimation J. Celestino Manuel Marques Jacinto C. Nascimento CVBM 30 0 0 29 Mar 2024
From Discrete to Continuous: Deep Fair Clustering With Transferable Representations Xiang Zhang 32 0 0 24 Mar 2024
Deep Clustering Using the Soft Silhouette Score: Towards Compact and Well-Separated Clusters Georgios Vardakas Ioannis Papakostas A. Likas 19 7 0 01 Feb 2024
Patch-Based Deep Unsupervised Image Segmentation using Graph Cuts Isaac Wasserman Jeova Farias Sales Rocha Neto GNN 36 0 0 01 Nov 2023
Efficient and Effective Deep Multi-view Subspace Clustering Yuxiu Lin Hui Liu Ren Wang Qiang Guo Caiming Zhang 23 0 0 15 Oct 2023
Transferable Deep Clustering Model Zhengwu Zhang Liang Zhao 19 0 0 07 Oct 2023
Quantum Vision Clustering Xuan-Bac Nguyen Hugh Churchill Khoa Luu Samee U. Khan 24 7 0 18 Sep 2023
End-to-end Differentiable Clustering with Associative Memories Bishwajit Saha Dmitry Krotov Mohammed J. Zaki Parikshit Ram 26 6 0 05 Jun 2023
Deep Multi-View Subspace Clustering with Anchor Graph Chenhang Cui Yazhou Ren Jingyu Pu X. Pu Lifang He 21 33 0 11 May 2023
DC3DCD: unsupervised learning for multiclass 3D point cloud change detection Iris de Gélis Sébastien Lefèvre Thomas Corpetti 3DPC 24 5 0 09 May 2023
A Clustering Framework for Unsupervised and Semi-supervised New Intent Discovery Hanlei Zhang Huanlin Xu Xin Eric Wang Fei Long Kai Gao 35 11 0 16 Apr 2023
Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios Jie Xu Yazhou Ren Xiaolong Wang Lei Feng Zheng Zhang Gang Niu Xiao-lan Zhu 27 7 0 30 Mar 2023
Neural Capacitated Clustering Jonas K. Falkner Lars Schmidt-Thieme 24 1 0 10 Feb 2023
Deep Clustering of Tabular Data by Weighted Gaussian Distribution Learning S. B. Rabbani Ivan V. Medri Manar D. Samad 23 4 0 02 Jan 2023
Clustering with Neural Network and Index Gang Liu 17 2 0 05 Dec 2022
C3: Cross-instance guided Contrastive Clustering M. Sadeghi H. Hojjati Narges Armanfard 21 13 0 14 Nov 2022
Variational Graph Generator for Multi-View Graph Clustering Jianpeng Chen Yawen Ling Jie Xu Yazhou Ren Shudong Huang X. Pu Zhifeng Hao Philip S. Yu Lifang He 25 5 0 13 Oct 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 18 93 0 15 Jun 2022
Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Jian Liang Dapeng Hu Yunbo Wang R. He Jiashi Feng 148 250 0 14 Dec 2020
Deep Embedded Multi-view Clustering with Collaborative Training Jie Xu Yazhou Ren Guofeng Li Lili Pan Ce Zhu Zenglin Xu 30 155 0 26 Jul 2020
Masked Face Recognition Dataset and Application Zhongyuan Wang Guangcheng Wang Baojin Huang Zhangyang Xiong Q. Hong ... Yingjiao Pei Heling Chen Yu Miao Zhibing Huang Ji Liang CVBM 111 415 0 20 Mar 2020
Domain Adaptive Ensemble Learning Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD 137 273 0 16 Mar 2020
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 233 2,547 0 25 Jan 2016