AI 융합형 인재양성과 기술확산의 허브 

산업 혁신형 AI 융합 특화인재 양성

주요 성과  
연구성과  
국제학술지 논문  

국제학술지 논문

TA-SBERT : Token attention Sentence-BERT for improving sentence representation

Jaejin Seo, Sangwon Lee, LING LIU and Wonik Choi, IEEE Access, 2022 DOI

QueryNet: Querying neural networks for lightweight specialized models

Yeong-Hwa Jin, Keon-Ho Lee and Dong-Wan Choi, Information Sciences, 2022 DOI

Energy and delay guaranteed joint beam and user scheduling policy in 5G CoMP networks

Yeongjin Kim, Jaewhan Jeong, Suyoung Ahn, Jeongho Kwak and Song Chong, IEEE Transactions on Wireless Communications, 2022 DOI

Topographic divergence of atypical cortical asymmetry and atrophy patterns in temporal lobe epilepsy

Bo-yong Park et al., Brain, 2022 DOI

Deep learning for 3D human motion prediction: State-of-the-Art and future trends

Matthew Marchellus and In Kyu Park, IEEE Access, 2022 DOI

Advanced intrusion detection combining signature-based and behavior-based detection methods

Hee-Yong Kwon, Taesic Kim and Mun-Kyu Lee, Electronics, 2022 DOI

HOSS: Hybrid object storage system for performance acceleration

Yeongjin Kim and Taehoon Kim, IEEE Systems Journal, 2022 DOI

Adaptive graph adversarial networks for partial domain adaptation

Youngeun Kim and Sungeun Hong, IEEE Trans. on Circuits and Systems for Video Technology, 2022 DOI

Probabilistic principal geodesic deep metric learning

Dae Ha Kim and Byung Cheol Song, IEEE Access, 2022 DOI

Disrupted stepwise functional brain organization in overweight individuals

Hyebin Lee, Junmo Kwon, Jong-eun Lee, Bo-yong Park and Hyunjin Park, Communications Biology, 2022 DOI

Knowledge transfer via decomposing essential information in convolutional neural networks

Seunghyun Lee and Byung Cheol Song, IEEE Transactions on Neural Networks and Learning Systems, 2022 DOI

Progress report on addressing meteotsunami risk in the eastern Yellow Sea

Myung-Seok Kim, Seung-Buhm Woo, Hyunmin eom and Sung Hyup You, ENVIRONMENTAL RESEARCH LETTERS, 2021 DOI

Generative adversarial networks with attention mechanisms at every scale

Farkhod Makhmudkhujaev and In Kyu Park, IEEE Access, 2021 DOI

Universal framework for joint image restoration and 3D body reconstruction

Jonathan Samuel Lumentut, Joshua Santoso, Matthew Marchellus, Tae Hyun Kim, Ju Yong Chang and In Kyu Park, IEEE Access, 2021 DOI

MM-BiFPN: Multi-modality fusion network with Bi-FPN for MRI brain tumor segmentation

Suriza Syazwany, Ju-Hyeon Nam and Sang-Chul Lee, IEEE Access, 2021 DOI

Group recommender system based on genre preference focusing on reducing the clustering cost

Young-Duk Seo, Young-Gab Kim, Euijong Lee and Hyungjin Kim, Expert Systems with Applications, 2021 DOI

Iterative translation-based data augmentation method for text classification tasks

Sangwon Lee, Ling Liu and Wonik Choi, IEEE Access, 2021 DOI

Optimization of influencing factors in tidal current data assimilation modeling in macro tidal estuary, Gyeonggi Bay, South Korea

Bon-Ho Gu, Seung-Buhm Woo and Sangil Kim, Journal of Coastal Research, 2021 DOI

Controllable image dataset construction using conditionally transformed inputs in generative adversarial networks

Farkhod Makhmudkhujaev, Junseok Kwon and In Kyu Park, IEEE Access, 2021 DOI

Human and scene motion deblurring using pseudo-blur synthesizer

Jonathan Samuel Lumentut and In Kyu Park, IEEE Access, 2021 DOI