Hyojin Kim
Orcid: 0000-0001-7032-0999Affiliations:
- Lawrence Livermore National Laboratory, Livermore, CA, USA
- University of California, Davis, CA, USA (PhD)
According to our database1,
Hyojin Kim
authored at least 29 papers
between 2012 and 2025.
Collaborative distances:
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Bibliography
2025
IEEE Trans. Vis. Comput. Graph., April, 2025
Distributed Stochastic Optimization of a Neural Representation Network for Time-Space Tomography Reconstruction.
IEEE Trans. Computational Imaging, 2025
2023
Clustering Protein Binding Pockets and Identifying Potential Drug Interactions: A Novel Ligand-Based Featurization Method.
J. Chem. Inf. Model., November, 2023
DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT Reconstruction.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
2022
Pose Classification Using Three-Dimensional Atomic Structure-Based Neural Networks Applied to Ion Channel-Ligand Docking.
J. Chem. Inf. Model., 2022
2021
Improved Protein-Ligand Binding Affinity Prediction with Structure-Based Deep Fusion Inference.
J. Chem. Inf. Model., 2021
High-throughput virtual screening of small molecule inhibitors for SARS-CoV-2 protein targets with deep fusion models.
Proceedings of the International Conference for High Performance Computing, 2021
Dynamic CT Reconstruction from Limited Views with Implicit Neural Representations and Parametric Motion Fields.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
2020
Nanomaterial Synthesis Insights from Machine Learning of Scientific Articles by Extracting, Structuring, and Visualizing Knowledge.
J. Chem. Inf. Model., 2020
Predicting Small Molecule Transfer Free Energies by Combining Molecular Dynamics Simulations and Deep Learning.
J. Chem. Inf. Model., 2020
Improved Protein-ligand Binding Affinity Prediction with Structure-Based Deep Fusion Inference.
CoRR, 2020
Proceedings of the Visualization and Data Analysis 2020, 2020
2019
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Proceedings of the 30th British Machine Vision Conference 2019, 2019
2018
Proceedings of the 2018 IEEE Winter Applications of Computer Vision Workshops, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2016
Lung nodule detection using 3D convolutional neural networks trained on weakly labeled data.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016
Dude (Duality descriptor): A robust descriptor for disparate images using line segment duality.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Proceedings of the Workshop on Machine Learning in High-Performance Computing Environments, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Computational Photography, 2014
2012
GPU-friendly Multi-view Stereo for Outdoor Planar Scene Reconstruction.
Proceedings of the VISAPP 2012, 2012
Proceedings of the Computer Vision, 2012
Live capture, rectification, and streaming of stereoscopic internet video for casual users.
Proceedings of the 3DTV-Conference 2012: The True Vision, 2012