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SangMook Kim
SangMook Kim
Department of Electrical and Computer Engineering, UBC
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Fedbabu: Towards enhanced representation for federated image classification
J Oh, S Kim, SY Yun
arXiv preprint arXiv:2106.06042, 2021
1422021
Mediar: Harmony of data-centric and model-centric for multi-modality microscopy
G Lee, SM Kim, J Kim, SY Yun
arXiv preprint arXiv:2212.03465, 2022
62022
FedRN: Exploiting k-reliable neighbors towards robust federated learning
S Kim, W Shin, S Jang, H Song, SY Yun
Proceedings of the 31st ACM International Conference on Information …, 2022
62022
Re-thinking federated active learning based on inter-class diversity
SM Kim, S Bae, H Song, SY Yun
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
52023
A pipelined hybrid recommender system for ranking the items on the display
J Oh, S Kim, SY Yun, S Choi, MY Yi
Proceedings of the Workshop on ACM Recommender Systems Challenge, 1-5, 2019
52019
Lg-fal: Federated active learning strategy using local and global models
SM Kim, SM Bae, SY Yun, H Song
1
FedSoL: Bridging Global Alignment and Local Generality in Federated Learning
G Lee, M Jeong, S Kim, J Oh, SY Yun
arXiv preprint arXiv:2308.12532, 2023
2023
Device Scheduling Algorithm Considering Class Balance in Federated Learning
SYY SangMook Kim, Sangmin Bae, Seongha Eom
한국정보과학회, 846 - 848, 2022
2022
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학술자료 1–8