8 citations · 16 across the 5 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.NE2021★ 1 cited
Genetic Algorithm for Constrained Molecular Inverse Design
Yurim Lee, Gydam Choi, Minsung Yoon +1
A genetic algorithm is suitable for exploring large search spaces as it finds an approximate solution. Because of this advantage, genetic algorithm is effective in exploring vast a…
cs.AI2021★ 7 cited
An Effective GCN-based Hierarchical Multi-label classification for Protein Function Prediction
Kyudam Choi, Yurim Lee, Cheongwon Kim +1
We propose an effective method to improve Protein Function Prediction (PFP) utilizing hierarchical features of Gene Ontology (GO) terms. Our method consists of a language model for…
cs.CV2021
Deep Learning-based High-precision Depth Map Estimation from Missing Viewpoints for 360 Degree Digital Holography
Hakdong Kim, Heonyeong Lim, Minkyu Jee +5
In this paper, we propose a novel, convolutional neural network model to extract highly precise depth maps from missing viewpoints, especially well applicable to generate holograph…