Jang-Hyun Kim

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Hyun Oh SongAssociate Professor of Computer Science, Seoul National UniversityVerified email at snu.ac.kr
Jung-Woo HaResearch Fellow@NAVER AI Lab, Head of Future AI Center@NAVERVerified email at navercorp.com
Sangdoo YunNAVER AI LabVerified email at navercorp.com
Hyeong-Seok ChoiSeoul National UniversityVerified email at snu.ac.kr
Jaesung HuhPhD student, University of OxfordVerified email at robots.ox.ac.uk
Seong Joon OhUniversity of TübingenVerified email at parameterlab.de
Hwanjun SongAssistant Professor, KAISTVerified email at kaist.ac.kr
Jaejun YooAssistant Professor, Laboratory of Advanced Imaging Technology (LAIT), UNISTVerified email at unist.ac.kr
Sanghyuk ChunNAVER AI LabVerified email at navercorp.com
Hee-Seok OhSeoul National UniversityVerified email at stats.snu.ac.kr
Kyunghyun ChoNew York University, GenentechVerified email at nyu.edu

Jang-Hyun Kim

Seoul National University

Verified email at snu.ac.kr - Homepage

Data-centric AI Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Phase-aware speech enhancement with deep complex u-net HS Choi, JH Kim, J Huh, A Kim, JW Ha, K Lee arXiv:1903.03107, 2018	420	2018
Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup JH Kim, W Choo, HO Song International Conference on Machine Learning (ICML), 2020	408	2020
Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble G An, S Moon, JH Kim, HO Song Conference on Neural Information Processing Systems (NeurIPS), 2021	282	2021
Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity JH Kim, W Choo, H Jeong, HO Song International Conference on Learning Representations (ICLR), 2021	192	2021
Dataset Condensation via Efficient Synthetic-Data Parameterization JH Kim, J Kim, SJ Oh, S Yun, H Song, J Jeong, JW Ha, HO Song International Conference on Machine Learning (ICML), 2022	145	2022
Multi-domain processing via hybrid denoising networks for speech enhancement JH Kim, J Yoo, S Chun, A Kim, JW Ha arXiv:1812.08914, 2018	33	2018
Spherical principal curves J Lee, JH Kim, HS Oh IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (6), 2020	13	2020
Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data JH Kim, S Yun, HO Song Conference on Neural Information Processing Systems (NeurIPS), 2023	7	2023
Compressed Context Memory For Online Language Model Interaction JH Kim, J Yeom, S Yun, HO Song International Conference on Learning Representations (ICLR), 2024	2	2024
Image recognition method and apparatus, image preprocessing apparatus, and method of training neural network JH Kim, HO Song, W Choo, S Moon, G An, H Jeong US Patent 11,921,818, 2024	1	2024
spherepc: An R Package for Dimension Reduction on a Sphere J Lee, JH Kim, HS Oh R Journal 14 (1), 2022	1	2022
Targeted Cause Discovery with Data-Driven Learning JH Kim, CS Gibbs, S Yun, HO Song, K Cho arXiv preprint arXiv:2408.16218, 2024		2024

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