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Heewoong Choi

2 papers · 2024–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

ICML (1) WACV (1)

Top co-authors

Taesup Moon (2) YoungJoon Yoo (1) Hongjoon Ahn (1) Naeun Ko (1) Sungmin Cha (1) Sangwon Jung (1)

Research topics

Artificial Intelligence (1) Deep Learning (1) Machine Learning (1) Reinforcement Learning (1) Security & Privacy (1) Architectures (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1) Privacy (1)

Keywords

image classification (1) adversarial robustness (1) self-supervised learning (1) adversarial defense (1) adversarial perturbation (1) reward model (1) gaussian smoothing (1) blind-spot network (1) neural network (1) purification method (1) offline pbrl (1) listwise reward estimation (1) ranked list of trajectories (1) second-order preference (1) ternary feedback (1)

Papers

Listwise Reward Estimation for Offline Preference-based Reinforcement Learning ICML 2024 NCIS: Neural Contextual Iterative Smoothing for Purifying Adversarial Perturbations WACV 2024