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| NO | Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date) |
|---|---|
| Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning Seo, Younggyo; Lee, Kimin; Clavera, Ignasi; Kurutach, Thanard; Shin, Jinwooresearcher; Abbeel, Pieter, 34th Conference on Neural Information Processing Systems (NeurIPS) 2020, Neural Information Processing Systems, 2020-12-07 | |
| Regularizing Class-wise Predictions via Self-knowledge Distillation Yun, Sukmin; Park, Jongjin; Lee, Kimin; Shin, Jinwooresearcher, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, IEEE Computer Society, 2020-06-16 | |
| State Entropy Maximization with Random Encoders for Efficient Exploration Seo, Younggyo; Chen, Lili; Shin, Jinwooresearcher; Lee, Honglak; Abbeel, Pieter; Lee, Kimin, 38th International Conference on Machine Learning, ICML 2021, JMLR-JOURNAL MACHINE LEARNING RESEARCH, 2021-07 | |
| Improving Transferability of Representations via Augmentation-Aware Self-Supervision Lee, Hankook; Lee, Kibok; Lee, Kimin; Lee, Honglak; Shin, Jinwooresearcher, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Neural Information Processing Systems, 2021-12-07 | |
| Offline-to-Online Reinforcement Learning via Balanced Replay and Pessimistic Q-Ensemble Lee, Seunghyun; Seo, Younggyo; Lee, Kimin; Abbeel, Pieter; Shin, Jinwooresearcher, 5th Annual Conference on Robot Learning(coRL 2021), CoRL Conference Chair, 2021-11 | |
| MASKER: Masked Keyword Regularization for Reliable Text Classification Moon, Seung Jun; Mo, Sangwoo; Lee, Kimin; Lee, Jaeho; Shin, Jinwooresearcher, 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence, pp.13578 - 13586, ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE, 2021-02 |