Won-Seok Choi

According to our database, Won-Seok Choi authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, Minsu Lee, Byoung-Tak Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning.

Won-Seok Choi, Hyundo Lee, Dong-Sig Han, Junseok Park, Heeyeon Koo, Byoung-Tak Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Learning Geometry-aware Representations by Sketching.

Hyundo Lee, Inwoo Hwang, Hyunsung Go, Won-Seok Choi, Kibeom Kim, Byoung-Tak Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

DUEL: Adaptive Duplicate Elimination on Working Memory for Self-Supervised Learning.

Won-Seok Choi, Dong-Sig Han, Hyundo Lee, Junseok Park, Byoung-Tak Zhang

CoRR, 2022

2021

Message Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning.

Taehyeong Kim, Injune Hwang, Hyundo Lee, Hyunseo Kim, Won-Seok Choi, Joseph J. Lim, Byoung-Tak Zhang

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Message Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning.

Taehyeong Kim, Injune Hwang, Hyundo Lee, Hyunseo Kim, Won-Seok Choi, Byoung-Tak Zhang

CoRR, 2020

Label Propagation Adaptive Resonance Theory for Semi-Supervised Continuous Learning.

Taehyeong Kim, Injune Hwang, Gi-Cheon Kang, Won-Seok Choi, Hyunseo Kim, Byoung-Tak Zhang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020