Sungwon Park
KAIST
H-index: 8
Asia-South Korea
Top articles of Sungwon Park
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
FedMID: A Data-Free Method for Using Intermediate Outputs as a Defense Mechanism Against Poisoning Attacks in Federated Learning | arXiv preprint arXiv:2404.11905 | Sungwon Han Hyeonho Song Sungwon Park Meeyoung Cha | 2024/4/18 |
Self Supervised Vision for Climate Downscaling | arXiv preprint arXiv:2401.09466 | Karandeep Singh Chaeyoon Jeong Naufal Shidqi Sungwon Park Arjun Nellikkattil | 2024/1/9 |
Towards attack-tolerant federated learning via critical parameter analysis | Sungwon Han Sungwon Park Fangzhao Wu Sundong Kim Bin Zhu | 2023 | |
Generating High-Resolution Regional Precipitation Using Conditional Diffusion Model | arXiv preprint arXiv:2312.07112 | Naufal Shidqi Chaeyoon Jeong Sungwon Park Elke Zeller Arjun Babu Nellikkattil | 2023/12/12 |
A human-machine collaborative approach measures economic development using satellite imagery | Nature Communications | Donghyun Ahn Jeasurk Yang Meeyoung Cha Hyunjoo Yang Jihee Kim | 2023/10/26 |
Feddefender: Client-side attack-tolerant federated learning | Sungwon Park Sungwon Han Fangzhao Wu Sundong Kim Bin Zhu | 2023/8/6 | |
Leveraging Temporal Information for Self-Supervised Climate Downscaling in North America Region | 한국정보과학회 학술발표논문집 | Naufal Shidqi Chaeyoon Jeong Sungwon Park Karandeep Singh Arjun Babu Nellikkattil | 2023/6 |
Self-supervised learning for climate downscaling | Karandeep Singh Chaeyoon Jeong Sungwon Park Arjun N Babur Elke Zeller | 2023/2/13 | |
Fedx: Unsupervised federated learning with cross knowledge distillation | Sungwon Han Sungwon Park Fangzhao Wu Sundong Kim Chuhan Wu | 2022/10/23 | |
Downscaling earth system models with deep learning | Sungwon Park Karandeep Singh Arjun Nellikkattil Elke Zeller Tung Duong Mai | 2022/8/14 | |
Learning economic indicators by aggregating multi-level geospatial information | Proceedings of the AAAI Conference on Artificial Intelligence | Sungwon Park Sungwon Han Donghyun Ahn Jaeyeon Kim Jeasurk Yang | 2022/6/28 |
Knowledge sharing via domain adaptation in customs fraud detection | Proceedings of the AAAI Conference on Artificial Intelligence | Sungwon Park Sundong Kim Meeyoung Cha | 2022/6/28 |
Active Learning for Human-in-the-Loop Customs Inspection | IEEE Transactions on Knowledge and Data Engineering | Sundong Kim Tung-Duong Mai Sungwon Han Sungwon Park Thi Nguyen | 2022/1/27 |
Classification of goods using text descriptions with sentences retrieval | arXiv preprint arXiv:2111.01663 | Eunji Lee Sundong Kim Sihyun Kim Sungwon Park Meeyoung Cha | 2021/11/2 |
위성영상과 머신러닝을 이용한 개발도상국 경제발전 추정 | 대한지리학회 학술대회논문집 | 양재석， 안동현， 박성원， 한성원， 이은지， 이수상， 양현주， 박상윤， 김지희， 차미영 | 2021/6 |
Elsa: Energy-based learning for semi-supervised anomaly detection | arXiv preprint arXiv:2103.15296 | Sungwon Han Hyeonho Song Seungeon Lee Sungwon Park Meeyoung Cha | 2021/3/29 |
Weakly supervised method to predict economic development: A case study for Nepal and Cambodia | Donghyun Ahn Jeasurk Yang Sungwon Park Sungwon Han Eunji Lee | 2021 | |
Improving unsupervised image clustering with robust learning | Sungwon Park Sungwon Han Sundong Kim Danu Kim Sungkyu Park | 2021 | |
A comprehensive and adversarial approach to self-supervised representation learning | Yi-Zhan Xu Sungwon Han Sungwon Park Meeyoung Cha Cheng-Te Li | 2020/12/10 | |
Teaching Machines to Measure Economic Activities from Satellite Images: Challenges and Solutions | Donghyun Ahn Meeyoung Cha Sungwon Han Jihee Kim Susang Lee | 2020/8/30 |
Co-Authors
