OpenCodePapers

anomaly-detection-on-one-class-cifar-100

Anomaly Detection
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PaperCodeAUROCModelNameReleaseDate
GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features✓ Link98.4GeneralAD2024-07-17
Transformaly -- Two (Feature Spaces) Are Better Than One✓ Link97.7Transformaly2021-12-08
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation✓ Link97.3PANDA-OE2020-10-12
Mean-Shifted Contrastive Loss for Anomaly Detection✓ Link96.5Mean-Shifted Contrastive Loss2021-06-07
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation✓ Link94.1PANDA2020-10-12
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances✓ Link89.6CSI2020-07-16
GAN-based Anomaly Detection in Imbalance Problems87.4GAN based Anomaly Detection in Imbalance Problems2020-08-28
Learning and Evaluating Representations for Deep One-class Classification✓ Link86.5DisAug CLR2020-11-04
Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework86DUIAD2020-12-09
Learning and Evaluating Representations for Deep One-class Classification✓ Link84.1Rotation Prediction2020-11-04
Shifting Transformation Learning for Out-of-Distribution Detection83.95MTL2021-06-07
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation✓ Link80.1Self-Supervised Multi-Head RotNet2020-10-12
Deep Anomaly Detection Using Geometric Transformations✓ Link78.7Geom2018-05-28
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation✓ Link67Self-Supervised DeepSVDD2020-10-12
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation✓ Link62.6Self-Supervised One-class SVM, RBF kernel2020-10-12
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