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03/02/2022
Discriminating Against Unrealistic Interpolations in Generative Adversarial Networks
Interpolations in the latent space of deep generative models is one of t...
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01/03/2020
Feature-Robustness, Flatness and Generalization Error for Deep Neural Networks
The performance of deep neural networks is often attributed to their aut...
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11/29/2019
A Reparameterization-Invariant Flatness Measure for Deep Neural Networks
The performance of deep neural networks is often attributed to their aut...
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12/16/2018
Non-attracting Regions of Local Minima in Deep and Wide Neural Networks
Understanding the loss surface of neural networks is essential for the d...
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09/26/2017