Label Propagation Adaptive Resonance Theory for Semi-Supervised Continuous Learning. - Taehyeong Kim; Injune Hwang; Gi-Cheon Kang; Won-Seok Choi 006; Hyunseo Kim 001; Byoung-Tak Zhang (ICASSP, 2020)

Message Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning. - Taehyeong Kim; Injune Hwang; Hyundo Lee; Hyunseo Kim 001; Won-Seok Choi 006; Byoung-Tak Zhang (CoRR, 2020)

Message Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning. - Taehyeong Kim; Injune Hwang; Hyundo Lee; Hyunseo Kim 001; Won-Seok Choi 006; Joseph J. Lim; Byoung-Tak Zhang (ICML, 2021)

DUEL: Adaptive Duplicate Elimination on Working Memory for Self-Supervised Learning. - Won-Seok Choi 006; Dong-Sig Han; Hyundo Lee; Junseok Park; Byoung-Tak Zhang (CoRR, 2022)

Learning Geometry-aware Representations by Sketching. - Hyundo Lee; Inwoo Hwang; Hyunsung Go; Won-Seok Choi 006; Kibeom Kim; Byoung-Tak Zhang (CVPR, 2023)

DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning. - Won-Seok Choi 006; Hyundo Lee; Dong-Sig Han; Junseok Park; Heeyeon Koo; Byoung-Tak Zhang (AAAI, 2024)

Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning. - Junseok Park; Yoonsung Kim; Hee bin Yoo; Min Whoo Lee; Kibeom Kim; Won-Seok Choi 006; Minsu Lee; Byoung-Tak Zhang (AAAI, 2024)

From Sparse to Dense: Toddler-inspired Reward Transition in Goal-Oriented Reinforcement Learning. - Junseok Park; Hyeonseo Yang; Min Whoo Lee; Won-Seok Choi 006; Minsu Lee; Byoung-Tak Zhang (CoRR, 2025)

OBSER: Object-Based Sub-Environment Recognition for Zero-Shot Environmental Inference. - Won-Seok Choi 006; Dong-Sig Han; Suhyung Choi; Hyeonseo Yang; Byoung-Tak Zhang (CoRR, 2025)