Deep Robust Clustering by Contrastive Learning

Deep Robust Clustering by Contrastive Learning

7 August 2020

C. L. Philip Chen

Papers citing "Deep Robust Clustering by Contrastive Learning"

12 / 12 papers shown

Title
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering Zijie Song Zhenzhen Hu Richang Hong SSL 46 0 0 27 Oct 2023
Heterogeneous Tri-stream Clustering Network Xiao-Xue Deng Dong Huang Chang-Dong Wang 27 9 0 11 Jan 2023
Deep Semi-supervised Learning with Double-Contrast of Features and Semantics Quan Feng Jiayu Yao Zhisong Pan Guojun Zhou 21 0 0 28 Nov 2022
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 43 100 0 09 Oct 2022
On the Robustness of Deep Clustering Models: Adversarial Attacks and Defenses Anshuman Chhabra Ashwin Sekhari P. Mohapatra OOD AAML 42 8 0 04 Oct 2022
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention Carl Edwards Heng Ji 30 9 0 12 Feb 2022
Multi-view Contrastive Graph Clustering Erlin Pan Zhao Kang 13 189 0 22 Oct 2021
Clustering by Maximizing Mutual Information Across Views Kien Do T. Tran Svetha Venkatesh VLM SSL 11 37 0 24 Jul 2021
Multi-level Feature Learning for Contrastive Multi-view Clustering Jie Xu Huayi Tang Yazhou Ren Liang Peng Xiao-lan Zhu Lifang He 32 161 0 21 Jun 2021
Information Maximization Clustering via Multi-View Self-Labelling Foivos Ntelemis Yaochu Jin S. Thomas SSL 16 25 0 12 Mar 2021
CO2: Consistent Contrast for Unsupervised Visual Representation Learning Chen Wei Huiyu Wang Wei Shen Alan Yuille SSL 36 62 0 05 Oct 2020
Hard Negative Mixing for Contrastive Learning Yannis Kalantidis Mert Bulent Sariyildiz Noé Pion Philippe Weinzaepfel Diane Larlus SSL 53 628 0 02 Oct 2020