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Showing results 1 to 9 of 9

1
ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning

Lee, Hyuck; Shin, Seungjae; Kim, Heeyoung, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, pp.7082 - 7094, Neural Information Processing Systems Foundation, 2021-12-08

2
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

3
Frequency Domain-based Dataset Distillation

Shin, Dong Hyeok; Shin, Seungjae; Moon, Il-Chul, 37th Conference on Neural Information Processing Systems, NeurIPS 2023, Neural information processing systems foundation, 2023-12-10

4
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

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
Loss-Curvature Matching for Dataset Selection and Condensation

Shin, Seungjae; Bae, Heesun; Shin, Donghyeok; Joo, Weonyoung; Moon, Il-Chul, 26th International Conference on Artificial Intelligence and Statistics, AISTATS 2023, pp.8606 - 8628, ML Research Press, 2023-04-25

7
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

8
Refine Myself by Teaching Myself : Feature Refinement via Self-Knowledge Distillation

Ji, Mingi; Shin, Seungjae; Hwang, Seunghyun; Park, Gibeom; Moon, Il-Chul, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, pp.10659 - 10668, IEEE Computer Vision and Pattern Recognition, 2021-06-19

9
Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation

Kim, Dongjun; Shin, Seungjae; Song, Kyungwoo; Kang, Wanmo; Moon, Il-Chul, The 39th International Conference on Machine Learning, ICML 2022, International Conference on Machine Learning, 2022-07-18

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