| From noisy prediction to true label: Noisy prediction calibration via generative model HS Bae, S Shin, B Na, JH Jang, K Song, IC Moon International Conference on Machine Learning, 1277-1297, 2022 | 28 | 2022 |
| Loss-curvature matching for dataset selection and condensation S Shin, H Bae, D Shin, W Joo, IC Moon International Conference on Artificial Intelligence and Statistics, 8606-8628, 2023 | 27 | 2023 |
| Label-Noise Robust Diffusion Models B Na, Y Kim, HS Bae, JH Lee, SJ Kwon, W Kang, IC Moon arXiv preprint arXiv:2402.17517, 2024 | 5 | 2024 |
| Evaluation of optimal scene time interval for out-of-hospital cardiac arrest using a deep neural network SJ Shin, HS Bae, HJ Moon, GW Kim, YS Cho, DW Lee, DK Jeong, HJ Kim, ... The American Journal of Emergency Medicine 63, 29-37, 2023 | 5 | 2023 |
| Make prompts adaptable: Bayesian modeling for vision-language prompt learning with data-dependent prior Y Cho, HS Bae, S Shin, YD Youn, W Joo, IC Moon Proceedings of the AAAI Conference on Artificial Intelligence 38 (10), 11552 …, 2024 | 2 | 2024 |
| Unknown Domain Inconsistency Minimization for Domain Generalization S Shin, HS Bae, B Na, YY Kim, IC Moon arXiv preprint arXiv:2403.07329, 2024 | 1 | 2024 |
| Improving Group-based Robustness and Calibration via Ordered Risk and Confidence Regularization S Shin, B Na, HS Bae, JH Jang, H Kim, K Song, Y Cho, IC Moon ICML 2022: Workshop on Spurious Correlations, Invariance and Stability, 2022 | 1 | 2022 |
| Current Calculation Simulation Model for Smartgrid-based Energy Distribution System Operation HS Bae, S Shin, IC Moon, JW Bae Journal of the Korea Society for Simulation 30 (1), 113-126, 2021 | 1 | 2021 |
| Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning HS Bae, S Shin, B Na, IC Moon arXiv preprint arXiv:2403.02690, 2024 | | 2024 |
| The relationship between housing finance and inequality TS Yun, HS Bae, IC Moon, D Jeong Journal of Economic Interaction and Coordination 19 (1), 151-191, 2024 | | 2024 |
| 스마트 그리드 기반 에너지 시스템 운영을 위한 배전계통 조류계산 시뮬레이션 모델 개발 배희선， 신승재， 문일철， 배장원 한국시뮬레이션학회 논문지 30 (1), 113-126, 2021 | | 2021 |
| Distilling Dataset into Neural Field D Shin, HS Bae, G Sim, W Kang, I Moon The Thirteenth International Conference on Learning Representations, 0 | | |
| DPO-Finetuned Large Multi-Modal Planner with Retrieval-Augmented Generation@ EgoPlan Challenge ICML 2024 K Lee, M Kang, H Na, HS Bae, B Na, D Kwon, S Shin, Y Kim, S Yun, ... Multi-modal Foundation Model meets Embodied AI Workshop@ ICML2024, 0 | | |
| Towards Pareto-Optimality for Test-Time Adaptation JH Jang, DH Shin, B Na, HS Bae, I Moon | | |
Il-Chul MoonAssociate Professor, Department of Industrial and Systems Engineering, KAIST在 kaist.ac.kr 的电子邮件经过验证