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2008.03030
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Deep Robust Clustering by Contrastive Learning
7 August 2020
Huasong Zhong
C. L. Philip Chen
Zhongming Jin
Xiansheng Hua
OOD
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Papers citing
"Deep Robust Clustering by Contrastive Learning"
28 / 28 papers shown
Unsupervised Graph Anomaly Detection via Multi-Hypersphere Heterophilic Graph Learning
Hang Ni
Jindong Han
Nengjun Zhu
Hao Liu
240
2
0
15 Mar 2025
Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views
Neural Information Processing Systems (NeurIPS), 2024
Xinyue Chen
Yazhou Ren
Jie Xu
Fangfei Lin
X. Pu
Yang Yang
FedML
312
0
0
12 Oct 2024
A Survey on Deep Clustering: From the Prior Perspective
Yiding Lu
Haobin Li
Yunfan Li
Yijie Lin
Xi Peng
428
24
0
28 Jun 2024
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering
Zijie Song
Zhenzhen Hu
Richang Hong
SSL
529
1
0
27 Oct 2023
Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation
AAAI Conference on Artificial Intelligence (AAAI), 2023
Louis Mahon
Thomas Lukasiewicz
310
7
0
29 Mar 2023
On the Importance of Feature Representation for Flood Mapping using Classical Machine Learning Approaches
Kevin Iselborn
Marco Stricker
T. Miyamoto
Marlon Nuske
Andreas Dengel
AI4CE
189
1
0
01 Mar 2023
Heterogeneous Tri-stream Clustering Network
Neural Processing Letters (NPL), 2023
Xiao-Xue Deng
Dong Huang
Chang-Dong Wang
230
11
0
11 Jan 2023
Deep Semi-supervised Learning with Double-Contrast of Features and Semantics
Quan Feng
Jiayu Yao
Zhisong Pan
Guojun Zhou
218
0
0
28 Nov 2022
C3: Cross-instance guided Contrastive Clustering
British Machine Vision Conference (BMVC), 2022
M. Sadeghi
H. Hojjati
Narges Armanfard
830
16
0
14 Nov 2022
Out-of-Dynamics Imitation Learning from Multimodal Demonstrations
Conference on Robot Learning (CoRL), 2022
Yiwen Qiu
Jialong Wu
Zhangjie Cao
Mingsheng Long
206
7
0
13 Nov 2022
Twin Contrastive Learning for Online Clustering
International Journal of Computer Vision (IJCV), 2022
Yunfan Li
Mouxing Yang
Dezhong Peng
Taihao Li
Jian-Tao Huang
Xiaocui Peng
359
154
0
21 Oct 2022
Deep Clustering: A Comprehensive Survey
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yazhou Ren
Jingyu Pu
Zhimeng Yang
Jie Xu
Guofeng Li
X. Pu
Philip S. Yu
Lifang He
HAI
401
230
0
09 Oct 2022
On the Robustness of Deep Clustering Models: Adversarial Attacks and Defenses
Neural Information Processing Systems (NeurIPS), 2022
Anshuman Chhabra
Ashwin Sekhari
P. Mohapatra
OOD
AAML
353
12
0
04 Oct 2022
Deep Image Clustering with Contrastive Learning and Multi-scale Graph Convolutional Networks
Pattern Recognition (Pattern Recogn.), 2022
Yuan Xu
Dong Huang
Changdong Wang
Jianhuang Lai
SSL
306
36
0
14 Jul 2022
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions
ACM Computing Surveys (ACM CSUR), 2022
Sheng Zhou
Hongjia Xu
Zhuonan Zheng
Jiawei Chen
Zhao Li
Jiajun Bu
Jia Wu
Xin Eric Wang
Wenwu Zhu
Martin Ester
301
181
0
15 Jun 2022
Strongly Augmented Contrastive Clustering
Pattern Recognition (Pattern Recogn.), 2022
Xiao-Xue Deng
Dong Huang
Dingfan Chen
Changdong Wang
Jianhuang Lai
349
91
0
01 Jun 2022
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Carl Edwards
Heng Ji
206
12
0
12 Feb 2022
Contrastive Fine-grained Class Clustering via Generative Adversarial Networks
International Conference on Learning Representations (ICLR), 2021
Yunji Kim
Jung-Woo Ha
GAN
391
14
0
30 Dec 2021
Multi-view Contrastive Graph Clustering
Neural Information Processing Systems (NeurIPS), 2021
Erlin Pan
Zhao Kang
379
285
0
22 Oct 2021
Unsupervised Outlier Detection using Memory and Contrastive Learning
IEEE Transactions on Image Processing (TIP), 2021
Ning Huyan
Dou Quan
Xiangrong Zhang
Xuefeng Liang
Jocelyn Chanussot
L. Jiao
232
32
0
27 Jul 2021
Clustering by Maximizing Mutual Information Across Views
IEEE International Conference on Computer Vision (ICCV), 2021
Kien Do
T. Tran
Svetha Venkatesh
VLM
SSL
260
50
0
24 Jul 2021
Multi-level Feature Learning for Contrastive Multi-view Clustering
Computer Vision and Pattern Recognition (CVPR), 2021
Jie Xu
Huayi Tang
Yazhou Ren
Liang Peng
Xiao-lan Zhu
Lifang He
236
322
0
21 Jun 2021
Stein Latent Optimization for Generative Adversarial Networks
International Conference on Learning Representations (ICLR), 2021
Uiwon Hwang
Heeseung Kim
Dahuin Jung
Hyemi Jang
Hyungyu Lee
Sungroh Yoon
GAN
682
2
0
09 Jun 2021
Graph Contrastive Clustering
IEEE International Conference on Computer Vision (ICCV), 2021
Huasong Zhong
Yue Yu
Chong Chen
Jianqiang Huang
Minghua Deng
Liqiang Nie
Zhouchen Lin
Xiansheng Hua
194
162
0
03 Apr 2021
Information Maximization Clustering via Multi-View Self-Labelling
Knowledge-Based Systems (KBS), 2021
Foivos Ntelemis
Yaochu Jin
S. Thomas
SSL
289
29
0
12 Mar 2021
CO2: Consistent Contrast for Unsupervised Visual Representation Learning
International Conference on Learning Representations (ICLR), 2020
Chen Wei
Huiyu Wang
Wei Shen
Alan Yuille
SSL
225
75
0
05 Oct 2020
Hard Negative Mixing for Contrastive Learning
Neural Information Processing Systems (NeurIPS), 2020
Yannis Kalantidis
Mert Bulent Sariyildiz
Noé Pion
Philippe Weinzaepfel
Diane Larlus
SSL
760
747
0
02 Oct 2020
Contrastive Clustering
AAAI Conference on Artificial Intelligence (AAAI), 2021
Yunfan Li
Peng Hu
Zitao Liu
Dezhong Peng
Qiufeng Wang
Xi Peng
293
789
0
21 Sep 2020
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