Browse "School of Computing(전산학부)" by Author Park, Sungwon
Showing results 1 to 16 of 16
| A Comprehensive and Adversarial Approach to Self-Supervised Representation Learning Xu, Yi-Zhan; Han, Sungwon; Park, Sungwon; Cha, Meeyoung; Li, Cheng-Te, 8th IEEE International Conference on Big Data (Big Data), pp.709 - 717, IEEE, 2020-12-10 |
| A human-machine collaborative approach measures economic development using satellite imagery Ahn, Donghyun; Yang, Jeasurk; Cha, Meeyoung; Yang, Hyunjoo; Kim, Jihee; Park, Sangyoon; Han, Sungwon; et al, NATURE COMMUNICATIONS, v.14, no.1, 2023-10 |
| Active Learning for Human-in-the-Loop Customs Inspection Kim, Sundong; Mai, Tung-Duong; Han, Sungwon; Park, Sungwon; Nguyen, Thi; So, Jaechan; Singh, Karandeep; et al, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.35, no.12, pp.12039 - 12052, 2023-12 |
| Downscaling Earth System Models with Deep Learning Park, Sungwon; Singh, Karandeep; Nellikkattil, Arjun; Zeller, Elke; Mai, Tung Duong; Cha, Meeyoung, 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2022, pp.3733 - 3742, Association for Computing Machinery, 2022-08 |
| Elsa: Energy-based Learning for Semi-supervised Anomaly Detection Han, Sungwon; Song, Hyeonho; Lee, Seungeon; Park, Sungwon; Cha, Meeyoung, The 32nd British Machine Vision Conference, BMVC 2021, British Machine Vision Association (BMVA), 2021-11-25 |
| FedDefender: Client-Side Attack-Tolerant Federated Learning Park, Sungwon; Han, Sungwon; Wu, Fangzhao; Kim, Sundong; Zhu, Bin; Xie, Xing; Cha, Meeyoung, KDD '23: The 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp.1850 - 1861, ACM, 2023-08-08 |
| FedX: Unsupervised Federated Learning with Cross Knowledge Distillation Han, Sungwon; Park, Sungwon; Wu, Fangzhao; Kim, Sundong; Wu, Chuhan; Xie, Xing; Cha, Meeyoung, European Conference on Computer Vision, ECCV 2022, pp.691 - 707, European Computer Vision Association, 2022-10-23 |
| Improving Unsupervised Image Clustering With Robust Learning Park, Sungwon; Han, Sungwon; Kim, Sungdong; Kim, Danu; Park, Sungkyu; Hong, Seunghoon; Cha, Meeyoung, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp.12278 - 12287, IEEE/CVF, 2021-06-21 |
| Knowledge Sharing via Domain Adaptation in Customs Fraud Detection Park, Sungwon; Kim, Sundong; Cha, Meeyoung, 36th AAAI Conference on Artificial Intelligence, AAAI 2022, pp.12062 - 12070, Association for the Advancement of Artificial Intelligence, 2022-02-26 |
| Learning Economic Indicators by Aggregating Multi-level Geospatial Information Park, Sungwon; Han, Sungwon; Ahn, Donghyun; Kim, Jaeyeon; Yang, Jaesurk; Lee, Susang; Hong, Seunghoon; et al, 36th AAAI Conference on Artificial Intelligence, AAAI 2022, pp.12053 - 12061, Association for the Advancement of Artificial Intelligence, 2022-02-22 |
| Learning to Score Economic Development from Satellite Imagery Han, Sungwon; Ahn, Donghyun; Park, Sungwon; Yang, Jeasurk; Lee, Susang; Kim, Jihee; Yang, Hyunjoo; et al, 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2020, pp.2970 - 2979, Association for Computing Machinery, 2020-08-23 |
| Lightweight and Robust Representation of Economic Scales from Satellite Imagery Han, Sungwon; Ahn, Donghyun; Cha, Hyunji; Yang, Jeasurk; Park, Sungwon; Cha, Meeyoung, 34th AAAI Conference on Artificial Intelligence, pp.428 - 436, AAAI conference on Artificial Intelligence, 2020-02-09 |
| Methods for mitigating the noise in image clustering = 이미지 클러스터링 과정의 노이즈 완화 기법link Park, Sungwon; Cha, Meeyoung; et al, 한국과학기술원, 2022 |
| Self-supervised learning for climate downscaling Singh, Karandeep; Jeong, Chaeyoon; Park, Sungwon; Babur, Arjun N; Zeller, E; Cha, Meeyoung, 2023 IEEE International Conference on Big Data and Smart Computing (BigComp), pp.13 - 17, Institute of Electrical and Electronics Engineers Inc., 2023-02-14 |
| Towards Attack-tolerant Federated Learning via Critical Parameter Analysis Han, Sungwon; Park, Sungwon; Wu, Fangzhao; Kim, Sundong; Zhu, Bin; Xie, Xing; Cha, Meeyoung, International Conference on Computer Vision, ICCV 2023, IEEE/Computer Vision Foundation, 2023-10-04 |
| Weakly supervised method to predict economic development: A case study for Nepal and Cambodia Ahn, Donghyun; Yang, Jeasurk; Park, Sungwon; Han, Sungwon; Lee, Eunji; Lee, Susang; Yang, Hyunjoo; et al, Data-driven Humanitarian Mapping Workshop 2021, Conference on Knowledge Discovery and Data Mining, 2021-08-15 |
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