GIT: Detecting Uncertainty, Out-Of-Distribution and Adversarial Samples using Gradients and Invariance Transformations.
Julia LustAlexandru Paul CondurachePublished in: CoRR (2023)
Keyphrases
- image transformations
- sample set
- multiscale
- random samples
- multi agent
- open source
- probability theory
- uniformly distributed
- data sets
- discriminative power
- conditional probabilities
- possibility theory
- spatial distribution
- uncertain data
- data distribution
- random variables
- maximum likelihood
- input image
- probabilistic model
- case study