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Won-Seok Choi

About Won-Seok Choi

Won-Seok Choi, With an exceptional h-index of 2 and a recent h-index of 2 (since 2020), a distinguished researcher at Seoul National University, specializes in the field of AI, Deep learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning

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

Learning Geometry-aware Representations by Sketching

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

Message passing adaptive resonance theory for online active semi-supervised learning

Label propagation adaptive resonance theory for semi-supervised continuous learning

ARLET: Adaptive Representation Learning with End-to-end Training

Won-Seok Choi Information

University

Position

BioIntelligence laboratory

Citations(all)

18

Citations(since 2020)

18

Cited By

3

hIndex(all)

2

hIndex(since 2020)

2

i10Index(all)

1

i10Index(since 2020)

1

Email

University Profile Page

Google Scholar

Won-Seok Choi Skills & Research Interests

AI

Deep learning

Top articles of Won-Seok Choi

Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/25

Junseok Park
Junseok Park

H-Index: 1

Kibeom Kim
Kibeom Kim

H-Index: 1

Won-Seok Choi
Won-Seok Choi

H-Index: 1

Minsu Lee
Minsu Lee

H-Index: 8

Byoung-Tak Zhang
Byoung-Tak Zhang

H-Index: 27

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

2024/2/14

Won-Seok Choi
Won-Seok Choi

H-Index: 1

Junseok Park
Junseok Park

H-Index: 1

Byoung-Tak Zhang
Byoung-Tak Zhang

H-Index: 27

Learning Geometry-aware Representations by Sketching

2023

Inwoo Hwang
Inwoo Hwang

H-Index: 5

Won-Seok Choi
Won-Seok Choi

H-Index: 1

Kibeom Kim
Kibeom Kim

H-Index: 1

Byoung-Tak Zhang
Byoung-Tak Zhang

H-Index: 27

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

arXiv preprint arXiv:2210.17052

2022/10/31

Won-Seok Choi
Won-Seok Choi

H-Index: 1

Junseok Park
Junseok Park

H-Index: 1

Byoung-Tak Zhang
Byoung-Tak Zhang

H-Index: 27

Message passing adaptive resonance theory for online active semi-supervised learning

2021/7/1

Taehyeong Kim
Taehyeong Kim

H-Index: 8

Injune Hwang
Injune Hwang

H-Index: 1

Won-Seok Choi
Won-Seok Choi

H-Index: 1

Byoung-Tak Zhang
Byoung-Tak Zhang

H-Index: 27

Label propagation adaptive resonance theory for semi-supervised continuous learning

2020/5/4

Taehyeong Kim
Taehyeong Kim

H-Index: 8

Injune Hwang
Injune Hwang

H-Index: 1

Gi-Cheon Kang
Gi-Cheon Kang

H-Index: 2

Won-Seok Choi
Won-Seok Choi

H-Index: 1

Byoung-Tak Zhang
Byoung-Tak Zhang

H-Index: 27

ARLET: Adaptive Representation Learning with End-to-end Training

NeurIPS 2020 Workshop on BabyMind

2020

Won-Seok Choi
Won-Seok Choi

H-Index: 1

Injune Hwang
Injune Hwang

H-Index: 1

Byoung-Tak Zhang
Byoung-Tak Zhang

H-Index: 27

See List of Professors in Won-Seok Choi University(Seoul National University)