Is Self-Supervised Learning More Robust Than Supervised Learning?

10 June 2022

Papers citing "Is Self-Supervised Learning More Robust Than Supervised Learning?"

8 / 8 papers shown

Title
A Unified and Scalable Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability Jie Zhu Jirong Zha Ding Li Leye Wang 126 1 0 15 May 2025
SCOREQ: Speech Quality Assessment with Contrastive Regression Alessandro Ragano Jan Skoglund Andrew Hines 123 13 0 09 Oct 2024
Continuous Learning for Android Malware Detection Yizheng Chen Zhoujie Ding David Wagner 94 39 0 08 Feb 2023
Understanding Self-Supervised Pretraining with Part-Aware Representation Learning Jie Zhu Jiyang Qi Mingyu Ding Xiaokang Chen Ping Luo Xinggang Wang Wenyu Liu Leye Wang Jingdong Wang SSL 97 8 0 27 Jan 2023
Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound P. Wilson Mahdi Gilany A. Jamzad Fahimeh Fooladgar Minh-Son To Brian Wodlinger Purang Abolmaesumi P. Mousavi 66 12 0 01 Nov 2022
A picture of the space of typical learnable tasks Rahul Ramesh Jialin Mao Itay Griniasty Rubing Yang H. Teoh Mark K. Transtrum James P. Sethna Pratik Chaudhari SSL DRL 93 5 0 31 Oct 2022
Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos Weihang Dai Xuelong Li Xinpeng Ding Kwang-Ting Cheng 110 23 0 20 Oct 2022
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 315 4,107 0 17 Jun 2020