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Byoungjip Kim

ContraCluster: Learning to Classify without Labels by Contrastive Self-Supervision and Prototype-Based Semi-Supervision

Apr 19, 2023
Seongho Joe, Byoungjip Kim, Hoyoung Kang, Kyoungwon Park, Bogun Kim, Jaeseon Park, Joonseok Lee, Youngjune Gwon

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* 2022 26th International Conference on Pattern Recognition (ICPR), Montreal, QC, Canada, 2022, pp. 4685-4692
* Accepted at ICPR 2022

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Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching

Jan 07, 2023
Byoungjip Kim, Sungik Choi, Dasol Hwang, Moontae Lee, Honglak Lee

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* 20 pages, 10 figures, NeurIPS 2022

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SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning

Jan 16, 2021
Byoungjip Kim, Jinho Choo, Yeong-Dae Kwon, Seongho Joe, Seungjai Min, Youngjune Gwon

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* 4 pages, NeurIPS 2020 Workshop: Self-Supervised Learning - Theory and Practice

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POMO: Policy Optimization with Multiple Optima for Reinforcement Learning

Oct 30, 2020
Yeong-Dae Kwon, Jinho Choo, Byoungjip Kim, Iljoo Yoon, Seungjai Min, Youngjune Gwon

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* Accepted at NeurIPS 2020

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