2 papers
cs.CV2022
Oracle-guided Contrastive Clustering
Mengdie Wang, Liyuan Shang, Suyun Zhao +4
Deep clustering aims to learn a clustering representation through deep architectures. Most of the existing methods usually conduct clustering with the unique goal of maximizing clu…
cs.LG2020
Incorporating Hidden Layer representation into Adversarial Attacks and Defences
Haojing Shen, Sihong Chen, Ran Wang +1
In this paper, we propose a defence strategy to improve adversarial robustness by incorporating hidden layer representation. The key of this defence strategy aims to compress or fi…