VisionScaling: Dynamic deep learning model and resource scaling in mobile vision applications

Pyeongjun Choi, Dongho Ham, Yeongjin Kim and Jeongho Kwak, IEEE Internet of Things Journal, 2024 DOI

Compact hybrid signature for secure transition to post-quantum era

Hee-Yong Kwon, Indra Bajuna and Mun-Kyu Lee, IEEE Access, 2024 DOI

Whole-brain structural connectome asymmetry in autism

Seulki Yoo, Yurim Jang, Seok-Jun Hong, Hyunjin Park, Sofie L. Valk, Boris C. Bernhardt and Bo-yong Park, NeuroImage, 2024 DOI

Real-time monte carlo denoising with adaptive fusion network

Junmin Lee, Seunghyun Lee, Min Yoon, Byung Cheol Song, IEEE Access, 2024 DOI

Volumetric imitation generative adversarial networks for anatomical human body modeling

Jion Kim, Yan Li, Yan Li and Byeong-Seok Shin, Bioengineering-Basel, 2024 DOI

SOQ: Structural reinforcement learning for constrained delay minimization with channel state information

Yu Zhao, Yan Li, Yeongjin Kim and Joohyun Lee, IEEE Internet of Things Journal, 2024 DOI

Data and model uncertainty aware salient object detection

Heejin Lee, Yan Li, Seunghyun Lee and Byung Cheol Song, IEEE Access, 2024 DOI

Deep neural network confidence calibration from stochastic weight averaging

Zongjing Cao, Yan Li, Dong-Ho Kim and Byeong-Seok Shin, ELECTRONICS, 2024 DOI

Structural connectome alterations between individuals with autism and neurotypical controls using feature representation learning

Yurim Jang, Hyoungshin Choi, Seulki Yoo, Hyunjin Park and Bo-yong Park, Behavioral and Brain Functions, 2024 DOI

Identifying subgroups of eating behavior traits unrelated to obesity using functional connectivity and feature representation learning

Hyoungshin Choi, Kyoungseob Byeon, Jong-eun Lee, Seok-Jun Hong, Bo-yong Park and Hyunjin Park, Human Brain Mapping, 2024 DOI

Improved prediction of extreme ENSO events using an artificial neural network with weighted loss functions

Dong-Hoon Kim, Il-Ju Moon,Chaewook Lim and Seung-Buhm Woo, Frontiers in Marine Science, 2024 DOI

Beyond superficial emotion recognition: Modality-adaptive emotion recognition system

Dohee Kang, Daeha Kim, Donghyun Kang, Taein Kim, Bowon Lee, Deokhwan Kim and Byung Cheol Song, Expert Systems with Applications, 2024 DOI

Connectome-wide structure-function coupling models implicate polysynaptic alterations in autism

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

Order-preserving multiple pattern matching in parallel

Somin Park, Jinhyeok Park, Youngho Kim and Jeong Seop Sim, Applied Sciences, 2023

Deep self-supervised diversity promoting learning on hierarchical hyperspheres for regularization

Youngsung Kim, Yoonsuk Hyun, Jae-Joon Han, Eunho Yang, Sung Ju Hwang and Jinwoo Shin, IEEE Access, 2023 DOI

Learning generalizable visual representation via adaptive spectral random convolution for medical image segmentation

Zuyu Zhang, Yan Li and Byeong-Seok Shin, COMPUTERS IN BIOLOGY AND MEDICINE, 2023 DOI

Differences in structural connectome organization across sleep quality

Yoonsun Yang and Bo-yong Park, Heliyon, 2023 DOI

SimilarNet: Pairwise similarity comparator layer for versatile comparison

Chungheon Yi, Ling Liu and Wonik Choi, IEEE Access, 2023 DOI

A discriminative SPD feature learning approach on Riemannian manifolds for EEG classification

Byung Hyung Kim, Jin Woo Choi, Honggu Lee and Sungho Jo, Pattern Recognition, 2023 DOI

Beamforming vector design and device selection in over-the-air federated learning

Minsik Kim, A. Lee Swindlehurst and Daeyoung Park, IEEE Transactions on Wireless Communications, 2023 DOI