Paulina Grnarova

Generative Minimization Networks: Training GANs Without Competition

2021 · arXiv (Cornell University)

Many applications in machine learning can be framed as minimization problems and solved efficiently using gradient-based techniques. However, recent applications of generative models, particularly GANs, have triggered interest in solving min-max games for which standard …