Conditional Generative Models are not Robust

By Ethan Fetaya, Jörn-Henrik Jacobsen, Richard S. Zemel. 2019

16 citations recorded by the source corpus.

Subfields: Safety, Robustness & Interpretability

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Safety, Robustness & Interpretability

1. David Kristjanson Duvenaud
2. Jörn-Henrik Jacobsen
3. Kuan-Chieh Jackson Wang
4. Mohammad Norouzi
5. Kevin Swersky
6. Will Grathwohl
7. Silvia Chiappa

Citations in the corpus

• Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One (2019, methodology): “This insight has been used to detect and robustly classify adversarial examples with generative models (Song et al., 2017; Li et al., 2018; Fetaya et al., 2019).”