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02/23/2022
When do GANs replicate? On the choice of dataset size
Do GANs replicate training images? Previous studies have shown that GANs...
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01/25/2022
Rayleigh EigenDirections (REDs): GAN latent space traversals for multidimensional features
We present a method for finding paths in a deep generative model's laten...
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04/12/2021
Diamond in the rough: Improving image realism by traversing the GAN latent space
In just a few years, the photo-realism of images synthesized by Generati...
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11/12/2020
Adding Knowledge to Unsupervised Algorithms for the Recognition of Intent
Computer vision algorithms performance are near or superior to humans in...
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05/01/2020
Computing the Testing Error without a Testing Set
Deep Neural Networks (DNNs) have revolutionized computer vision. We now ...
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09/28/2016