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09/16/2021
Aesthetics and neural network image representations
We analyze the spaces of images encoded by generative networks of the Bi...
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06/22/2020
Neural networks adapting to datasets: learning network size and topology
We introduce a flexible setup allowing for a neural network to learn bot...
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06/08/2020
Complexity for deep neural networks and other characteristics of deep feature representations
We define a notion of complexity, motivated by considerations of circuit...
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02/19/2020
Neural Networks on Random Graphs
We performed a massive evaluation of neural networks with architectures ...
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09/24/2019