84 citations · 295 across the 18 of their papers we have counts for
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cs.CV2017★ 77 cited
Neural Stain-Style Transfer Learning using GAN for Histopathological Images
Hyungjoo Cho, Sungbin Lim, Gunho Choi +1
Performance of data-driven network for tumor classification varies with stain-style of histopathological images. This article proposes the stain-style transfer (SST) model based on…
cs.CV2017
Uncertainty-Aware Learning from Demonstration using Mixture Density Networks with Sampling-Free Variance Modeling
Sungjoon Choi, Kyungjae Lee, Sungbin Lim +1
In this paper, we propose an uncertainty-aware learning from demonstration method by presenting a novel uncertainty estimation method utilizing a mixture density network appropriat…