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Self-Supervised Anomaly Detection
Self-Supervised Anomaly Detection
Self-Supervision towards anomaly detection
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Showing 21–29 of 29 papers
Title
Date
Tasks
Status
Hype
No Shifted Augmentations (NSA): compact distributions for robust self-supervised Anomaly Detection
Mar 19, 2022
Anomaly Detection
Out of Distribution (OOD) Detection
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Unverified
0
Self-Supervised Anomaly Detection by Self-Distillation and Negative Sampling
Jan 17, 2022
Anomaly Detection
Out of Distribution (OOD) Detection
Code
Code Available
0
SLA^2P: Self-supervised Anomaly Detection with Adversarial Perturbation
Nov 25, 2021
Anomaly Detection
Pseudo Label
Code
Code Available
1
Efficient Anomaly Detection Using Self-Supervised Multi-Cue Tasks
Nov 24, 2021
Anomaly Detection
Colorization
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Unverified
0
Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization
Sep 30, 2021
Anomaly Classification
Anomaly Detection
Code
Code Available
1
No Shifted Augmentations (NSA): strong baselines for self-supervised Anomaly Detection
Sep 29, 2021
Anomaly Detection
Out of Distribution (OOD) Detection
—
Unverified
0
Hop-Count Based Self-Supervised Anomaly Detection on Attributed Networks
Apr 16, 2021
Anomaly Detection
Self-Supervised Anomaly Detection
Code
Code Available
0
Self-Taught Semi-Supervised Anomaly Detection on Upper Limb X-rays
Feb 19, 2021
Anomaly Detection
Self-Supervised Anomaly Detection
Code
Code Available
0
Iterative weak/self-supervised classification framework for abnormal events detection
Jan 3, 2021
Abnormal Event Detection In Video
Anomaly Detection
Code
Code Available
1
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