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Showing results 1 to 8 of 8

1
Deep Generative Positive-Unlabeled Learning under Selection Bias

Na, Byeonghu; Kim, Hyemi; Song, Kyungwoo; Joo, Weonyoung; Kim, Yoonyeong; Moon, Il-Chul, 29th ACM International Conference on Information and Knowledge Management, CIKM 2020, pp.1155 - 1164, Association for Computing Machinery, 2020-10-19

2
Deep generative positive-unlabeled learning under selection bias = 선택 편향 상황에서 딥 생성 모델을 이용한 양성-미분류 문제 학습link

Na, Byeonghu; Moon, Il-Chul; et al, 한국과학기술원, 2021

3
From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model

Bae, HeeSun; Shin, Seungjae; Na, Byeonghu; Jang, JoonHo; Song, Kyungwoo; Moon, Il-Chul, 39th International Conference on Machine Learning (ICML), JMLR-JOURNAL MACHINE LEARNING RESEARCH, 2022-07

4
Hierarchical Multi-Label Classification with Partial Labels and Unknown Hierarchy

Jo, Suhyeon; Shin, Dong Hyeok; Na, Byeonghu; Jang, Joonho; Moon, Il-Chul, 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, pp.1025 - 1034, ACM, 2023-10-21

5
Improving Group-based Robustness and Calibration via Ordered Risk and Confidence Regularization

Shin, Seungjae; Na, Byeonghu; Bae, Heesun; JANG, JOONHO; Kim, Hyemi; Song, Kyungwoo; Cho, Youngjae; et al, Workshop on Spurious Correlations, Invariance and Stability, ICML 2022, ICML, 2022-07-22

6
Maximum Likelihood Training of Implicit Nonlinear Diffusion Model

Kim, Dongjun; Na, Byeonghu; Kwon, Se Jung; Lee, Dongsoo; Kang, Wanmo; Moon, Il-Chul, 36th Annual Conference on Neural Information Processing Systems (NeurIPS 2022), Neural Information Processing Systems, 2022-11-28

7
SAAL: Sharpness-Aware Active Learning

Kim, Yoon-Yeong; Cho, Youngjae; Jang, JoonHo; Na, Byeonghu; Kim, Yeongmin; Song, Kyungwoo; Kang, Wanmo; et al, 40th International Conference on Machine Learning, ICML 2023, pp.16424 - 16440, ML Research Press, 2023-07-25

8
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation

Jang, JoonHo; Na, Byeonghu; Shin, DongHyeok; Ji, Mingi; Song, Kyungwoo; Moon, Il-Chul, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Neural information processing systems foundation, 2022-11-28

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