On the Need for Topology-Aware Generative Models for Manifold-Based Defenses.
Uyeong JangSusmit JhaSomesh JhaPublished in: ICLR (2020)
Keyphrases
- generative model
- probabilistic model
- discriminative models
- mixture model
- prior knowledge
- discriminative learning
- em algorithm
- maximum entropy principle
- low dimensional
- conditional random fields
- generative and discriminative models
- topic models
- semi supervised
- expectation maximization
- object categories
- feature space
- semi supervised learning
- text classification
- image set
- high dimensional
- representational power
- multiscale