Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models.
Xiao ZhangJinghui ChenQuanquan GuDavid EvansPublished in: CoRR (2020)
Keyphrases
- generative model
- input image
- multiscale
- image features
- bayesian framework
- image content
- mixture model
- object parts
- image representation
- posterior probability
- image classification
- probabilistic model
- keypoints
- em algorithm
- probability distribution
- visual patterns
- conditional random fields
- prior knowledge
- image retrieval
- similarity measure
- random variables
- generative and discriminative models
- discriminative learning
- object class
- maximum entropy
- segmentation method
- topic models
- segmentation algorithm
- semi supervised