Mean-Shifted Contrastive Loss for Anomaly Detection

Keyphrases

• Anomaly Detection 100%
• Contrastive Loss 100%
• Detection Performance 60%
• Pre-trained Features 40%
• External Data 40%
• Popular 20%
• Learning Paradigm 20%
• Highly Effective 20%
• Small Dataset 20%
• Outlier Exposure 20%
• Anomaly Detection System 20%
• Size Limit 20%
• Training Image 20%
• Contrastive Learning 20%
• Dataset Size 20%
• Self-supervised Representation Learning 20%
• ROC-AUC 20%
• Self-supervised Learning 20%
• CIFAR10 Dataset 20%
• Feature Initialization 20%
• ImageNet Classification 20%
• Deep Anomaly Detection 20%

Computer Science

• Anomaly Detection 100%
• Contrastive Loss 100%
• Detection Performance 50%
• New-State 16%
• Detection Method 16%
• Training Image 16%
• Dynamic Optimization 16%
• Self-Supervised Learning 16%
• Self-Supervised Representation Learning 16%
• Contrastive Learning 16%

Earth and Planetary Sciences

• State of the Art 100%
• Supervised Learning 100%
• Detection Method 100%