Seong Jae Hwang

Domain adversarial neural networks for domain generalization: when it works and how to improve

Anthony Sicilia, Xingchen Zhao, Seong Jae Hwang · Machine Learning · 2023 · 95 citations · Full text

Artificial Intelligence, Meta-learning (Computer Science), Engineering +15

Tensorize, Factorize and Regularize: Robust Visual Relationship Learning

Seong Jae Hwang, Hyunwoo J. Kim, Sathya N. Ravi et al. · 2018 · 70 citations

Structured Prediction, Geometric Learning, Engineering +17

A multi-scanner neuroimaging data harmonization using RAVEL and ComBat

Mahbaneh Eshaghzadeh Torbati, Davneet Minhas, Ghasan E Ahmad et al. · NeuroImage · 2021 · 59 citations · Full text

Point Cloud Augmentation with Weighted Local Transformations

Sihyeon Kim, Sanghyeok Lee, Dasol Hwang et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 54 citations

Geometric Learning, Engineering, Machine Learning +18

Cerebrospinal fluid biomarkers of neurofibrillary tangles and synaptic dysfunction are associated with longitudinal decline in white matter connectivity: A multi-resolution graph analysis

Won Hwa Kim, Annie M. Racine, Nagesh Adluru et al. · NeuroImage Clinical · 2018 · 24 citations · Full text

Longitudinal Decline, White Matter, Neurophysiological Biomarkers +27