Yunhyeok Kwak
4 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
CLEAR (1)
ICML (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
causal inference
(1)
representation learning
(1)
contrastive learning
(1)
variational inference
(1)
domain adaptation
(1)
data augmentation
(1)
empirical risk minimization
(1)
conditional independence
(1)
spurious correlation
(1)
biased datum
(1)
debiased learning
(1)
contrastive model
(1)
neural contextual decomposition
(1)
Papers
Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning
ICML 2024
Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction
UAI 2024
On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition
CLEAR 2023
SelecMix: Debiased Learning by Contradicting-pair Sampling
NIPS 2022