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

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

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

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

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

Tl-ada: Transferable loss-based active domain adaptation

Kyeongtak Han, Youngeun Kim, Dongyoon Han, Hojun Lee and Sungeun Hong, Neural Networks, 2023 DOI

Machine learning model for predicting ciprofloxacin resistance and presence of esbl in patients with uti in the ed

Hyun‑Gyu Lee et al., Scientific Reports, 2023 DOI

Fine-grained classification via hierarchical feature covariance attention module

Yerim Jung, Nur Suriza Syazwany, Sujeong Kim and Sang-Chul Lee, IEEE Access, 2023 DOI

Dynamic multi-resource optimization for storage acceleration in cloud storage systems

Kyungtae Lee, Jinhwi Kim, Jeongho Kwak and Yeongjin Kim, IEEE Transactions on Services Computing, 2023 DOI

Whole-brain functional gradients reveal cortical and subcortical alterations in patients with episodic migraine

Chae Hyeon Lee, Hyunjin Park, Mi Ji Lee and Bo-yong Park, Human Brain Mapping, 2023 DOI

Meta-feature fusion for few-shot time series classification

Seo-Hyeong Park, Nur Suriza Syazwany and Sang-Chul Lee, IEEE Access, 2023 DOI

Mechanisms of advective and tidal oscillatory salt transport in the hypertidal estuary: Yeomha channel in Gyeonggi bay

Hye Min Lee, Jong Wook Kim and Seung-Buhm Woo, Journal of Marine Science and Engineering, 2023 DOI

Order-preserving multiple pattern matching in parallel

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

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

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

Synthesizing industrial defect images under data imbalance

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