Inverse Tone Mapping Operator Using Sequential Deep Neural Networks Based on the Human Visual System. - Hanbyol Jang; Kihun Bang; Jinseong Jang; Dosik Hwang (IEEE Access, 2018)

Study on discrimination of Alzheimer's disease states using an ensemble neural network's model. - Junsik Eom; Hanbyol Jang; Sewon Kim; Jinseong Jang; Dosik Hwang (Computer-Aided Diagnosis, 2019)

Dynamic Range Expansion Using Cumulative Histogram Learning for High Dynamic Range Image Generation. - Hanbyol Jang; Kihun Bang; Jinseong Jang; Dosik Hwang (IEEE Access, 2020)

Fat-saturated image generation from multi-contrast MRIs using generative adversarial networks with Bloch equation-based autoencoder regularization. - Sewon Kim; Hanbyol Jang; Seokjun Hong; Yeong Sang Hong; Won C. Bae; Sungjun Kim; Dosik Hwang (Medical Image Anal., 2021)

Deep-learned spike representations and sorting via an ensemble of auto-encoders. - Junsik Eom; In Yong Park; Sewon Kim; Hanbyol Jang; Sanggeon Park; Yeowool Huh; Dosik Hwang (Neural Networks, 2021)

Anatomical Consistency and Adaptive Prior-informed Transformation for Multi-contrast MR Image Synthesis via Diffusion Model. - Yejee Shin; Yeeun Lee; Hanbyol Jang; Geonhui Son; Hyeongyu Kim; Dosik Hwang (CVPR, 2025)

MinT: Magnetic resonance image unsupervised translation via decoupling anatomical structure and contrast. - Hanbyol Jang; Hyeongyu Kim; Sewon Kim; Dosik Hwang (Comput. Biol. Medicine, 2025)