90 citations · 91 across the 5 of their papers we have counts for
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cs.LG2019★ 1 cited
Growing axons: greedy learning of neural networks with application to function approximation
Daria Fokina, Ivan Oseledets
We propose a new method for learning deep neural network models that is based on a greedy learning approach: we add one basis function at a time, and a new basis function is genera…
eess.IV2019★ 90 cited
Microstructure synthesis using style-based generative adversarial network
Daria Fokina, Ekaterina Muravleva, George Ovchinnikov +1
Work considers the usage of StyleGAN architecture for the task of microstructure synthesis. The task is the following: given number of samples of structure we try to generate simil…