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Sungwon Park
Sungwon Park
Verified email at kaist.ac.kr - Homepage
Title
Cited by
Cited by
Year
Improving unsupervised image clustering with robust learning
S Park, S Han, S Kim, D Kim, S Park, S Hong, M Cha
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
942021
Fedx: Unsupervised federated learning with cross knowledge distillation
S Han, S Park, F Wu, S Kim, C Wu, X Xie, M Cha
European Conference on Computer Vision, 691-707, 2022
412022
Mitigating embedding and class assignment mismatch in unsupervised image classification
S Han, S Park, S Park, S Kim, M Cha
European Conference on Computer Vision, 768-784, 2020
352020
Learning to score economic development from satellite imagery
S Han, D Ahn, S Park, J Yang, S Lee, J Kim, H Yang, S Park, M Cha
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
332020
Lightweight and robust representation of economic scales from satellite imagery
S Han, D Ahn, H Cha, J Yang, S Park, M Cha
Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 428-436, 2020
292020
Elsa: Energy-based learning for semi-supervised anomaly detection
S Han, H Song, S Lee, S Park, M Cha
arXiv preprint arXiv:2103.15296, 2021
152021
Downscaling earth system models with deep learning
S Park, K Singh, A Nellikkattil, E Zeller, TD Mai, M Cha
Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022
132022
Active Learning for Human-in-the-Loop Customs Inspection
S Kim, TD Mai, S Han, S Park, T Nguyen, J So, K Singh, M Cha
IEEE Transactions on Knowledge and Data Engineering, 2022
13*2022
Feddefender: Client-side attack-tolerant federated learning
S Park, S Han, F Wu, S Kim, B Zhu, X Xie, M Cha
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
102023
Classification of goods using text descriptions with sentences retrieval
E Lee, S Kim, S Kim, S Park, M Cha, S Jung, S Yang, Y Choi, S Ji, M Song, ...
arXiv preprint arXiv:2111.01663, 2021
92021
Knowledge sharing via domain adaptation in customs fraud detection
S Park, S Kim, M Cha
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12062 …, 2022
82022
Disaster assessment using computer vision and satellite imagery: Applications in water-related building damage detection
D Kim, J Won, E Lee, KR Park, J Kim, S Park, H Yang, S Park, D Ahn, ...
7*2023
Learning economic indicators by aggregating multi-level geospatial information
S Park, S Han, D Ahn, J Kim, J Yang, S Lee, S Hong, J Kim, S Park, ...
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12053 …, 2022
62022
A human-machine collaborative approach measures economic development using satellite imagery
D Ahn, J Yang, M Cha, H Yang, J Kim, S Park, S Han, E Lee, S Lee, ...
Nature Communications 14 (1), 6811, 2023
52023
Towards attack-tolerant federated learning via critical parameter analysis
S Han, S Park, F Wu, S Kim, B Zhu, X Xie, M Cha
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
42023
A comprehensive and adversarial approach to self-supervised representation learning
YZ Xu, S Han, S Park, M Cha, CT Li
2020 IEEE International Conference on Big Data (Big Data), 709-717, 2020
3*2020
Self-supervised learning for climate downscaling
K Singh, C Jeong, S Park, AN Babur, E Zeller, M Cha
2023 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2023
12023
위성영상과 머신러닝을 이용한 개발도상국 경제발전 추정
양재석, 안동현, 박성원, 한성원, 이은지, 이수상, 양현주, 박상윤, ...
대한지리학회 학술대회논문집, 156-156, 2021
12021
Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model
K Ahn, S Han, S Park, J Kim, S Park, M Cha
arXiv e-prints, arXiv: 2406.08020, 2024
2024
FedMID: A Data-Free Method for Using Intermediate Outputs as a Defense Mechanism Against Poisoning Attacks in Federated Learning
S Han, H Song, S Park, M Cha
arXiv preprint arXiv:2404.11905, 2024
2024
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Articles 1–20