492 citations · 2k across the 17 of their papers we have counts for
Showing 2016 · cs.LGShow all
2 papers · 2 filters
cs.LG2016★ 404 cited
Unrolled Generative Adversarial Networks
Luke Metz, Ben Poole, David Pfau +1
We introduce a method to stabilize Generative Adversarial Networks (GANs) by defining the generator objective with respect to an unrolled optimization of the discriminator. This al…
cs.LG2016★ 93 cited
Connecting Generative Adversarial Networks and Actor-Critic Methods
David Pfau, Oriol Vinyals
Both generative adversarial networks (GAN) in unsupervised learning and actor-critic methods in reinforcement learning (RL) have gained a reputation for being difficult to optimize…