Showing results 1 to 6 of 6
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder Kim, Hyemi; Shin, Seungjae; Jang, JoonHo; Song, Kyungwoo; Joo, Weonyoung; Kang, Wanmo; Moon, Il-Chul, AAAI Conference on Artificial Intelligence (AAAI 2021), pp.8128 - 8136, AAAI, 2021-02-09 |
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 |
Neutralizing Gender Bias in Word Embeddings with Latent Disentanglement and Counterfactual Generation Shin, Seungjae; Song, Kyungwoo; Jang, JoonHo; Kim, Hyemi; Joo, Weonyoung; Moon, Il-Chul, Empirical Methods in Natural Language Processing conference (EMNLP) 2020, pp.3126 - 3140, Association for Computational Linguistics, 2020-11-20 |
Robust feature alignment for mitigating negative transfer in domain adaptation = 도메인 적응에서 부정적인 전이를 완화하기 위한 강건한 피처 정렬 방법론link Jang, JoonHo; 장준호; et al, 한국과학기술원, 2024 |
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 |
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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