2 papers
cs.LG2018
Generalized Latent Variable Recovery for Generative Adversarial Networks
Nicholas Egan, Jeffrey Zhang, Kevin Shen
The Generator of a Generative Adversarial Network (GAN) is trained to transform latent vectors drawn from a prior distribution into realistic looking photos. These latent vectors h…
cs.LG2018
Are You Sure You Want To Do That? Classification with Verification
Harris Chan, Atef Chaudhury, Kevin Shen
Classification systems typically act in isolation, meaning they are required to implicitly memorize the characteristics of all candidate classes in order to classify. The cost of t…