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

Deep stochastic logic gate networks

Youngsung Kim, IEEE Access, 2023 DOI

Transformer-based integrated framework for joint reconstruction and segmentation in accelerated knee mri

Hongki Lim, Electronics, 2023 DOI

TAKDSR: Teacher assistant knowledge distillation framework for graphics image super-resolution

Min Yoon, Seunghyun Lee and Byung Cheol Song, IEEE Access, 2023 DOI

Synthesizing industrial defect images under data imbalance

Eunhee Cho, Byeonghwan Jeon and In Kyu Park, IEEE Access, 2023 DOI

Network-compute co-optimization for service chaining in cloud-edge-radio 5G networks

Yeongjin Kim, Pyungjun Choi, Jeong-A Lim and Jeongho Kwak, IEEE Transactions on Vehicular Technology, 2023 DOI

Dominant factors responsible for wave modulation in the macro-tidal Gyeonggi bay of the yellow sea

Ki-Hwan Kim, Myung-Seok Kim, Hye Min Lee, Myung Hwan Kim and Seung-Buhm Woo, Ocean Engineering, 2023 DOI

Deformable part region learning and feature aggregation tree representation for object detection

Seung-Hwan Bae, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 DOI

Cortical microstructural gradients capture memory network reorganization in temporal lobe epilepsy

Bo-yong Park et al., Brain, 2023 DOI

Display visibility improvement through content and ambient light-adaptive image enhancement

Junmin Lee, Heejin Lee, Seunghyun Lee, Junho Heo, Jiwon Lee and Byung Cheol Song, IEEE Access, 2023 DOI

Partial model averaging in federated learning: Performance guarantees and benefits

Sunwoo Lee, Anit Sahu, Chaoyang He and Salman Avestimehr, Neurocomputing, 2023 DOI

Decode-MOT: How can we hurdle frames to go beyond tracking-by-detection?

Seong-Ho Lee, Dae-Hyeon Park and Seung-Hwan Bae, IEEE Transactions on Image Processing, 2023 DOI

Functional and microstructural plasticity following social and interoceptive mental training

Bo-yong Park et al., eLife, 2023 DOI

Electrocardiogram-based deep learning algorithm for the screening of obstructive coronary artery disease

Hyun‑Gyu Lee, et al., BMC Cardiovascular Disorders, 2023 DOI

AFI-GAN: Improving feature interpolation of feature pyramid networks via adversarial training for object detection

Seong-Ho Lee and Seung-Hwan Bae, Pattern Recognition, 2023 DOI