Scholar
Il-Chul Moon
Google Scholar ID: 23AxIc0AAAAJ
Professor, Department of Industrial and Systems Engineering, KAIST
Citations & Impact
Citations
2,073
H-index
23
i10-index
47
Publications
20
Co-authors
62
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models
- Time-Efficient Weapon-Target Assignment by Actor-Critic Reinforcement
- Automatic Calibration Framework of Agent-Based Models for Dynamic and Heterogeneous Parameters
- Modeling and Calibrating Digital Twin of Automatic Garbage Collection System in Sejong City
- Training Unbiased Diffusion Models From Biased Dataset
- Label-Noise Robust Diffusion Models
- Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning
- Unknown Domain Inconsistency Minimization for Domain Generalization
- Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning
- Frequency Domain-based Dataset Distillation
- SAAL: Sharpness-Aware Active Learning
