Sanghyuk Kim

According to our database, Sanghyuk Kim authored at least 13 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Decoupled Dynamics Framework with Neural Fields for 3D Spatio-temporal Prediction of Vehicle Collisions.

Sanghyuk Kim, Minsik Seo, Namwoo Kang

CoRR, March, 2025

Projected variable three-term conjugate gradient algorithm for enhancing generalization performance in deep neural network training.

Sanghyuk Kim, Hansu Kim, Namwoo Kang, Tae Hee Lee

Neurocomputing, 2025

Melanoma Detection with Uncertainty Quantification.

Sanghyuk Kim, Edward Gaibor, Brian Matejek, Daniel Haehn

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Boostlet.Js: Medical Image Processing Plugins for the Web via Javascript Injection.

Edward Gaibor, Shruti Varade, Rohini Deshmukh, Tim Meyer, Mahsa Geshvadi, Sanghyuk Kim, Vidhya Sree Narayanappa, Daniel Haehn

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

AI-powered Digital Twin of the Ocean: Reliable Uncertainty Quantification for Real-time Wave Height Prediction with Deep Ensemble.

Dongeon Lee, Sunwoong Yang, Jae-Won Oh, Su-Gil Cho, Sanghyuk Kim, Namwoo Kang

CoRR, 2024

Boostlet.js: Image processing plugins for the web via JavaScript injection.

Edward Gaibor, Shruti Varade, Rohini Deshmukh, Tim Meyer, Mahsa Geshvadi, Sanghyuk Kim, Vidhya Sree Narayanappa, Daniel Haehn

CoRR, 2024

Web-based Melanoma Detection.

Sanghyuk Kim, Edward Gaibor, Daniel Haehn

CoRR, 2024

2023

Variable three-term conjugate gradient method for training artificial neural networks.

Hansu Kim, Chuxuan Wang, Hyoseok Byun, Weifei Hu, Sanghyuk Kim, Qing Jiao, Tae Hee Lee

Neural Networks, February, 2023

2022

Neural joint source-channel coding via Bernoulli latent straight-through estimator.

Jiwan Seo, Sanghyuk Kim, Joonhyuk Kang

J. Commun. Networks, December, 2022

2019

On the Performance Benefits of Partly Wireless CRAN.

Sanghyuk Kim, Donggu Kim, Jeongwan Koh, Joonhyuk Kang

Proceedings of the 16th IEEE Annual Consumer Communications & Networking Conference, 2019

2018

Object tracking-based foveated super-resolution convolutional neural network for head mounted display.

Sanghyuk Kim, Min-Woo Seo, Seung Joon Lee, Suk-Ju Kang

Proceedings of the SIGGRAPH Asia 2018 Posters, Tokyo, Japan, December 04-07, 2018, 2018

Driver Identification System Using Convolutional Neural Network with Background Removal-based Infrared Data Augmentation.

Sanghyuk Kim, Yunsoo Lee, Namhyun Ahn, Suk-Ju Kang

Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

2017

Facial expression recognition system using machine learning.

Sanghyuk Kim, Gwon Hwan An, Suk-Ju Kang

Proceedings of the International SoC Design Conference, 2017