Constructing Unrestricted Adversarial Examples with Generative Models.
Yang SongRui ShuNate KushmanStefano ErmonPublished in: NeurIPS (2018)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- discriminative models
- prior knowledge
- conditional random fields
- representational power
- object categories
- hierarchical hidden markov models
- em algorithm
- expectation maximization
- semi supervised
- maximum entropy principle
- generative and discriminative models
- object recognition
- image segmentation
- discriminative methods
- data sets