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Hyojin Kim
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Improved protein–ligand binding affinity prediction with structure-based deep fusion inference
D Jones, H Kim, X Zhang, A Zemla, G Stevenson, WFD Bennett, ...
Journal of chemical information and modeling 61 (4), 1583-1592, 2021
1772021
Lung nodule detection using 3D convolutional neural networks trained on weakly labeled data
R Anirudh, JJ Thiagarajan, T Bremer, H Kim
Medical Imaging 2016: Computer-Aided Diagnosis 9785, 791-796, 2016
1402016
Lose the views: Limited angle CT reconstruction via implicit sinogram completion
R Anirudh, H Kim, JJ Thiagarajan, KA Mohan, K Champley, T Bremer
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
1112018
Deep-hurricane-tracker: Tracking and forecasting extreme climate events
S Kim, H Kim, J Lee, S Yoon, SE Kahou, K Kashinath, M Prabhat
2019 IEEE winter conference on applications of computer vision (WACV), 1761-1769, 2019
972019
LBANN: Livermore big artificial neural network HPC toolkit
B Van Essen, H Kim, R Pearce, K Boakye, B Chen
Proceedings of the workshop on machine learning in high-performance …, 2015
932015
Machine vision-driven automatic recognition of particle size and morphology in SEM images
H Kim, J Han, TYJ Han
Nanoscale 12 (37), 19461-19469, 2020
602020
Nanomaterial synthesis insights from machine learning of scientific articles by extracting, structuring, and visualizing knowledge
AM Hiszpanski, B Gallagher, K Chellappan, P Li, S Liu, H Kim, J Han, ...
Journal of chemical information and modeling 60 (6), 2876-2887, 2020
582020
Predicting small molecule transfer free energies by combining molecular dynamics simulations and deep learning
WFD Bennett, S He, CL Bilodeau, D Jones, D Sun, H Kim, JE Allen, ...
Journal of Chemical Information and Modeling 60 (11), 5375-5381, 2020
432020
Dynamic ct reconstruction from limited views with implicit neural representations and parametric motion fields
AW Reed, H Kim, R Anirudh, KA Mohan, K Champley, J Kang, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
412021
Livermore tomography tools: Accurate, fast, and flexible software for tomographic science
KM Champley, TM Willey, H Kim, K Bond, SM Glenn, JA Smith, ...
NDT & E International 126, 102595, 2022
342022
Discovery of small-molecule inhibitors of SARS-CoV-2 proteins using a computational and experimental pipeline
EY Lau, OA Negrete, WFD Bennett, BJ Bennion, M Borucki, F Bourguet, ...
Frontiers in Molecular Biosciences 8, 678701, 2021
222021
DOLCE: A model-based probabilistic diffusion framework for limited-angle ct reconstruction
J Liu, R Anirudh, JJ Thiagarajan, S He, KA Mohan, US Kamilov, H Kim
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
212023
Image segmentation using consensus from hierarchical segmentation ensembles
H Kim, JJ Thiagarajan, PT Bremer
2014 IEEE International Conference on Image Processing (ICIP), 3272-3276, 2014
202014
Identification of uncommon objects in containers
PT Bremer, H Kim, JJ Thiagarajan
US Patent 9,760,801, 2017
172017
Extreme few-view ct reconstruction using deep inference
H Kim, R Anirudh, KA Mohan, K Champley
arXiv preprint arXiv:1910.05375, 2019
132019
High-throughput virtual screening of small molecule inhibitors for SARS-CoV-2 protein targets with deep fusion models
GA Stevenson, D Jones, H Kim, WFD Bennett, BJ Bennion, M Borucki, ...
Proceedings of the International Conference for High Performance Computing …, 2021
122021
Automatic registration of LiDAR and optical imagery using depth map stereo
H Kim, CD Correa, N Max
2014 IEEE International Conference on Computational Photography (ICCP), 1-8, 2014
122014
Piecewise planar scene reconstruction and optimization for multi-view stereo
H Kim, H Xiao, N Max
Computer Vision–ACCV 2012: 11th Asian Conference on Computer Vision, Daejeon …, 2013
122013
Dude (duality descriptor): A robust descriptor for disparate images using line segment duality
YP Kwon, H Kim, G Konjevod, S McMains
2016 IEEE International Conference on Image Processing (ICIP), 310-314, 2016
112016
A randomized ensemble approach to industrial ct segmentation
H Kim, JJJ Thiagarajan, PT Bremer
Proceedings of the IEEE International Conference on Computer Vision, 1707-1715, 2015
102015
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