Won-Seok Choi
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(3)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (2)
CVPR (1)
ICML (1)
Top co-authors
Keywords
self-supervised learning
(2)
reinforcement learning
(1)
sample efficiency
(1)
semi-supervised learning
(1)
policy optimization
(1)
domain adaptation
(1)
working memory
(1)
class imbalance
(1)
message passing
(1)
stream-based learning
(1)
sparse reward
(1)
feature extractor
(1)
perceptual loss
(1)
affine transformation
(1)
online active learning
(1)
adaptive resonance theory
(1)
topological graph
(1)
active data filtering
(1)
distinctiveness information
(1)
geometric information
(1)
Papers
Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning
AAAI 2024
DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning
AAAI 2024
Learning Geometry-Aware Representations by Sketching
CVPR 2023
Message Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning
ICML 2021