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Showing results 1 to 16 of 16

1
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

2
DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision

Han, Sungwon; Lee, Seungeon; Wu, Fangzhao; Kim, Sundong; Wu, Chuhan; Wang, Xiting; Xie, Xing; et al, WWW '23: The ACM Web Conference 2023, pp.3766 - 3774, ACM, 2023-04-30

3
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

4
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

5
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

6
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

7
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

8
Learning Sleep Quality from Daily Logs

Park, Sungkyu; Li, Cheng-Te; Han, Sungwon; Hsu, Cheng; Lee, Sang Won; Cha, Meeyoung, 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD), pp.2421 - 2429, ASSOC COMPUTING MACHINERY, 2019-08

9
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

10
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

11
Self-explaining deep models with logic rule reasoning

Lee, Seungeon; Wang, Xiting; Han, Sungwon; Yi, Xiaoyuan; Xie, Xing; Cha, Meeyoung, 36th Annual Conference on Neural Information Processing Systems (NeurIPS 2022), Neural Information Processing Systems (NeurIPS), 2022-12

12
The Shape of Design History: Exploring Evolution of Sneakers Design at Scale Using Neural Embedding.

Park, Sungkyu; Song, Hyeonho; Han, Sungwon; Manovich, Lev; Arielli, Emanuele; Cha, Meeyoung, 7th International Conference on Computational Social Science, International Conference on Computational Social Science, 2021-07

13
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

14
Unified Neural Topic Model via Contrastive Learning and Term Weighting

Han, Sungwon; Shin, Mingi; Park, Sungkyu; Jung, Changwook; Cha, Meeyoung, 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023, pp.1794 - 1809, Association for Computational Linguistics, 2023-05

15
Using Web Data to Reveal 22-Year History of Sneaker Designs

Park, Sungkyu; Song, HyeonHo; Han, Sungwon; Weldegebriel, Berhane; Manovich, Lev; Arielli, Emanuele; Cha, Meeyoung, 31st ACM World Wide Web Conference, WWW 2022, pp.2967 - 2977, Association for Computing Machinery, Inc, 2022-04

16
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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