Education
Kyung Hee University, Yongin, Republic of Korea
M.S. student in Artificial Intelligence
Advisor: Prof. Gyeong-Moon Park
Kyung Hee University, Yongin, Republic of Korea
B.S. in Computer Science and Engineering
Advisor: Prof. Gyeong-Moon Park
Publication
[5]
J.-H. Lee*, M.-Y. Park*, and G.-M. Park†
"Versatile Incremental Learning: Towards Class and Domain-Agnostic Incremental Learning"
European Conference on Computer Vision (ECCV), Milan, Italy, Sep. 2024.
[4]
J.-H. Lee, A.-H. Shin, J.-W. Hwang, Yoonhyung Kim, and G.-M. Park†
"Wav2NeRF: Audio-Driven Realistic Talking Head Generation via Wavelet-based NeRF"
Image and Vision Computing (IMAVIS), in press (accepted), May. 2024.
[3]
J.-H Lee and G.-M. Park
"Prompt Based Incremental Learning Using Attention Diversity"
Korea Software Congress (KSC), Jeju Island, Republic of Korea, Dec. 2022. [Award]
[2]
J.-H Lee, T.-Y Lee, and G.-M. Park
"Vision Transformer Uncertainty Estimation With Image Tokens"
Korea Computer Congress (KCC), Jeju Island, Republic of Korea, Jun. 2022.
[1]
J.-H Lee and G.-M. Park
"Vision Transformer Based Continual Learning"
Korea Software Congress (KSC), Pyeongchang, Republic of Korea, Dec. 2021. [Award]
Patent
[1]
J.-H. Lee, M.-Y Park, and G.-M. Park
"클러스터 기반 어댑터 변화 제어와 증분 분류기를 통한 다목적 증분 학습 장치 및 방법 (Versatile Incremental Learning Apparatus and Method using Cluster-based Adapter Shift Control and Incremental Classifier)"
Korean Patent Application (10-2024-0026300)