Analyzing and Improving Generative Adversarial Training for Generative Modeling and Out-of-Distribution Detection.
Xuwang YinShiying LiGustavo K. RohdePublished in: CoRR (2020)
Keyphrases
- discriminative classifiers
- generative model
- object detection
- discriminative training
- discriminatively trained
- discriminative learning
- detection rate
- unsupervised learning
- probabilistic topic models
- supervised learning
- probability distribution
- random variables
- false positives
- training and test data
- detection method
- detection accuracy
- false alarms
- event detection
- information retrieval
- training examples
- detection algorithm
- training samples
- anomaly detection
- em algorithm
- multi agent