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| NO | Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date) |
|---|---|
| Attribution Preservation in Network Compression for Reliable Network Interpretation Park, GeonDo; Yang, June Yong; Hwang, Sung Ju; Yang, Eunho, Advances in Neural Information Processing Systems, NeurIPS 2020, Neural Information Processing Systems, 2020-12-07 | |
| Scalable and Order-robust Continual Learning with Additive Parameter Decomposition Yoon, Jaehong; Kim, Saehoon; Yang, Eunho; Hwang, Sung Ju, Eighth International Conference on Learning Representations, ICLR 2020, ICLR, 2020-04-27 | |
| Why Not to Use Zero Imputation? Correcting Sparsity Bias in Training Neural Networks Yi, Joonyoung; Lee, Juhyuk; Kim, Kwang Joon; Hwang, Sung Ju; Yang, Eunho, Eighth International Conference on Learning Representations, ICLR 2020, International Conference on Learning Representations, 2020-04-27 | |
| Learning to Balance: Bayesian Meta-Learning for Imbalanced and Out-of-distribution Tasks 이해범; 이하연; Na, Donghyun; Kim, Saehoon; Park, Minseop; Yang, Eunho; Hwang, Sung Ju, Eighth International Conference on Learning Representations, ICLR 2020, ICLR, 2020-04-27 | |
| Cost-effective Interactive Attention Learning with Neural Attention Processes Heo, Jay; Park, Joonhyun; Hyewon, Jeong; Kim, Kwangjoon; Lee, Juho; Yang, Eunho; Hwang, Sung Ju, 37th International Conference on Machine Learning, ICML 2020, pp.4176 - 4186, International Conferences on Machine Learning, 2020-07-14 | |
| Deep Mixed Effect Model Using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare Chung, Ingyo; Kim, Saehoon; Lee, Juho; Kim, Kwang Joon; Hwang, Sung Ju; Yang, Eunho, 34th AAAI Conference on Artificial Intelligence / 32nd Innovative Applications of Artificial Intelligence Conference / 10th AAAI Symposium on Educational Advances in Artificial Intelligence, pp.3649 - 3657, ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE, 2020-02-07 | |
| Scalable and Order-robust Continual Learning with Additive Parameter Decomposition Yoon, Jaehong; Kim, Saehoon; Yang, Eunho; Hwang, Sung Ju, 8th International Conference on Learning Representations, ICLR 2020, International Conference on Learning Representations, ICLR, 2020-04-26 | |
| Meta Dropout: Learning to Perturb Latent Features for Generalization Lee, Hae Beom; Nam, Taewook; Yang, Eunho; Hwang, Sung Ju, Eighth International Conference on Learning Representations, ICLR 2020, International Conference on Learning Representations, 2020-04-27 |
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