Detecting out-of-distribution samples via variational auto-encoder with reliable uncertainty estimation
Xuming Ran, Mingkun Xu, Lingrui Mei, Qi Xu, Quanying Liu
Topics & Concepts
Computer scienceArtificial intelligenceAutoencoderScalabilityRepresentation (politics)EncoderNoise (video)Anomaly detectionPattern recognition (psychology)Artificial neural networkMachine learningImage (mathematics)PoliticsLawDatabaseOperating systemPolitical scienceAnomaly Detection Techniques and ApplicationsAdversarial Robustness in Machine LearningGenerative Adversarial Networks and Image Synthesis