Semantic Perturbations with Normalizing Flows for Improved Generalization
2021
Normalizing flow
A probabilistic model family that transforms a simple base distribution through a sequence of invertible mappings.
A probabilistic model family that transforms a simple base distribution through a sequence of invertible mappings.
Invertibility permits both sampling and exact density evaluation when the component transformations have tractable Jacobians.