22 citations · 38 across the 16 of their papers we have counts for
3 papers · 1 filter
NFT-K: Non-Fungible Tangent Kernels
Sina Alemohammad, Hossein Babaei, CJ Barberan +4
Deep neural networks have become essential for numerous applications due to their strong empirical performance such as vision, RL, and classification. Unfortunately, these networks…
Evaluating generative networks using Gaussian mixtures of image features
Lorenzo Luzi, Carlos Ortiz Marrero, Nile Wynar +2
We develop a measure for evaluating the performance of generative networks given two sets of images. A popular performance measure currently used to do this is the Fréchet Inceptio…
Double Descent and Other Interpolation Phenomena in GANs
Lorenzo Luzi, Yehuda Dar, Richard Baraniuk
We study overparameterization in generative adversarial networks (GANs) that can interpolate the training data. We show that overparameterization can improve generalization perform…