Jacobsen, Jörn-Henrik

Understanding the Limitations of Conditional Generative Models

2019 · arXiv (Cornell University)

Class-conditional generative models hold promise to overcome the shortcomings of their discriminative counterparts. They are a natural choice to solve discriminative tasks in a robust manner as they jointly optimize for predictive performance and accurate …