HyunGyu Lee
10 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 💎 Century Club · Bronze
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Learning Types · Machine Learning
(8)
Application Areas
(6)
Deep Learning
(3)
Computer Vision
(2)
Processing
(2)
Artificial Intelligence
(1)
Reinforcement Learning
(1)
Analysis
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Keywords
adversarial training
(4)
data augmentation
(2)
under-display camera
(2)
image restoration
(2)
image degradation
(2)
domain generalization
(1)
imitation learning
(1)
adversarial learning
(1)
face recognition
(1)
image quality assessment
(1)
test-time adaptation
(1)
video restoration
(1)
adversarial robustness
(1)
label smoothing
(1)
deep learning model
(1)
anomaly detection
(1)
distribution shift
(1)
multivariate time series
(1)
class imbalance
(1)
feature learning
(1)
Papers
CANDI: Curated Test-Time Adaptation for Multivariate Time-Series Anomaly Detection Under Distribution Shift
AAAI 2026
Regularizing Hard Examples Improves Adversarial Robustness
JMLR 2025
UDC-VIT: A Real-World Video Dataset for Under-Display Cameras
ICCV 2025
DAFA: Distance-Aware Fair Adversarial Training
ICLR 2024
Sample-efficient Adversarial Imitation Learning
JMLR 2024
Inducing Data Amplification Using Auxiliary Datasets in Adversarial Training
WACV 2023
UDC-SIT: A Real-World Dataset for Under-Display Cameras
NeurIPS 2023
Stein Latent Optimization for Generative Adversarial Networks
ICLR 2022
Removing Undesirable Feature Contributions Using Out-of-Distribution Data
ICLR 2021
Adversarial Vertex Mixup: Toward Better Adversarially Robust Generalization
CVPR 2020