most cited3D microstructural generation from 2D images of cement paste using generative adversarial networks

19 citations · 29 across the 4 of their papers we have counts for

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cs.LG2021

DEFT: Distilling Entangled Factors by Preventing Information Diffusion

Jiantao Wu, Lin Wang, Bo Yang +3

Disentanglement is a highly desirable property of representation owing to its similarity to human understanding and reasoning. Many works achieve disentanglement upon information b…

cs.LG2021

OPT-GAN: A Broad-Spectrum Global Optimizer for Black-box Problems by Learning Distribution

Minfang Lu, Shuai Ning, Shuangrong Liu +4

Black-box optimization (BBO) algorithms are concerned with finding the best solutions for problems with missing analytical details. Most classical methods for such problems are bas…