DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN

Keyphrases

• Unsupervised Anomaly Detection 100%
• Data Augmentation 100%
• Generative Adversarial Networks 100%
• Generative Data 100%
• Latent Distribution 50%
• Well-defined 25%
• Data Distribution 25%
• Performance Improvement 25%
• High-dimensional Data 25%
• Anomaly Detection 25%
• Small Probability 25%
• Complex Data 25%
• Training Set 25%
• Synthetic Samples 25%
• Tail Probability 25%
• Adversarial Autoencoder 25%
• Multi-modal Data Distributions 25%
• Multimodal Distribution 25%

Computer Science

• Anomaly Detection 100%
• Generative Adversarial Networks 100%
• Data Augmentation 100%
• Generative Data 100%
• Data Distribution 50%
• High Dimensional Data 25%
• False Positive 25%
• Autoencoder 25%
• Small Probability 25%
• Tail Probability 25%