Integrating multimodal contrastive learning with prototypical domain alignment for unsupervised domain adaptation of time series

Seo-Hyeong Park, Nur Suriza Syazwany, Ju-Hyeon Nam and Sang-Chul Lee, Engineering Applications of Artificial Intelligence, 2024 DOI

Factorized 3D-CNN for real-time fall detection and action recognition on embedded system

Nadhira Noor and In Kyu Park, IEEE Access, 2024 DOI

Randomized purifier based on low adversarial transferability for adversarial defense

Sangjin Park, Yoojin Jung and Byung Cheol Song, IEEE Access, 2024 DOI

Hierarchical clustering via single and complete linkage using fully homomorphic encryption

Lynin Sokhonn, Yun-Soo Park and Mun-Kyu Lee, Sensors, 2024 DOI

Connectome reorganization associated with temporal lobe pathology and its surgical resection

Bo-yong Park et al., Brain, 2024 DOI

Fast filter pruning via coarse-to-fine neural architecture search and contrastive knowledge transfer

Seunghyun Lee and Byung Cheol Song, IEEE Transactions on Neural Networks and Learning Systems, 2024 DOI

Differences in cortical microstructure according to body mass index in neurologically healthy populations using structural magnetic resonance imaging

Yunseo Park, Jong Young Namgung, Chae Yeon Kim, Yeongjun Park, Bo-yong Park, Heliyon, 2024 DOI

Tau follows principal axes of functional and structural brain organization in Alzheimer’s disease

Bo-yong Park et al., Nature Communications, 2024 DOI

Shifts in structural connectome organization in the limbic and sensory systems of patients with episodic migraine

Eunchan Noh, Jong Young Namgung, Yeongjun Park, Yurim Jang, Mi Ji Lee and Bo-yong Park, JOURNAL OF HEADACHE AND PAIN, 2024 DOI

A shifting role of thalamocortical connectivity in the emergence of cortical functional organization

Bo-yong Park et al., Nature Neuroscience, 2024 DOI

SenDaL: An effective and efficient calibration framework of low-cost sensors for daily life

Seokho Ahn, Hyungjin Kim, Euijong Lee and Young-Duk Seo, IEEE Internet of Things Journal, 2024 DOI

Dynamic authenticated keyword search in hybrid-storage blockchain

Yihuai Liang, Yan Li and Byeong-Seok Shin, Future Generation Computer Systems-The International Journal of eScience, 2024 DOI

Towards the adversarial robustness of facial expression recognition: Facial attention-aware adversarial training

Daeha Kim, Heeje Kim, Yoojin Jung, Seongho Kim and Byung Cheol Song, Neurocomputing, 2024 DOI

FSDA: Frequency re-scaling in data augmentation for corruption-robust image classification

Ju-Hyeon Nam and Sang-Chul Lee, Pattern Recognition, 2024 DOI

3D-DGGAN: A data-guided generative adversarial network for high fidelity in medical image generation

Jion Kim, Yan Li and Byeong-Seok Shin, IEEE Journal of Biomedical and Health Informatics, 2024 DOI

US-GAN: Ultrasound image-specific feature decomposition for fine texture transfer

Seongho Kim and Byung Cheol Song, IEEE Access, 2024 DOI

Toward identity-invariant facial expression recognition: disentangled representation via mutual information perspective

Daeha Kim, Seongho Kim and Byung Cheol Song, IEEE Access, 2024 DOI

Diffusion time-related structure-function coupling reveals differential association with inter-individual variations in body mass index

Jong Young Namgung, Yeongjun Park, Yunseo Park, Chae Yeon Kim and Bo-yong Park, NeuroImage, 2024 DOI

GAN-MAT: Generative adversarial network-based microstructural profile covariance analysis toolbox

Yeongjun Park, and Bo-yong Park, NeuroImage, 2024 DOI

Quantitative analysis of automatic voice disorder detection studies for hybrid feature and classifier selection

Jong Bub Lee, Hyun Gyu Lee, Biomedical signal processing and control, 2024 DOI