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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
Confidence-Aware and Self-Supervised Image Anomaly Localisation
Mar 23, 2023
Anomaly Detection
Medical Image Analysis
Code
Code Available
0
Data Augmentation is a Hyperparameter: Cherry-picked Self-Supervision for Unsupervised Anomaly Detection is Creating the Illusion of Success
Aug 16, 2022
Anomaly Detection
Data Augmentation
Code
Code Available
0
Self-Supervised Anomaly Detection in Computer Vision and Beyond: A Survey and Outlook
May 10, 2022
Anomaly Detection
Self-Supervised Anomaly Detection
—
Unverified
0
No Shifted Augmentations (NSA): compact distributions for robust self-supervised Anomaly Detection
Mar 19, 2022
Anomaly Detection
Out of Distribution (OOD) Detection
—
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
Efficient Anomaly Detection Using Self-Supervised Multi-Cue Tasks
Nov 24, 2021
Anomaly Detection
Colorization
—
Unverified
0
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
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