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Domain Generalization by Mutual-Information Regularization with Pre-trained Models


Mar 21, 2022
Junbum Cha, Kyungjae Lee, Sungrae Park, Sanghyuk Chun


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Few-shot Font Generation with Weakly Supervised Localized Representations


Dec 22, 2021
Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim

* First two authors contributed equally. This is a journal extension of our AAAI 2021 paper arXiv:2009.11042; Code: https://github.com/clovaai/lffont and https://github.com/clovaai/fewshot-font-generation 

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HoughCL: Finding Better Positive Pairs in Dense Self-supervised Learning


Nov 21, 2021
Yunsung Lee, Teakgyu Hong, Han-Cheol Cho, Junbum Cha, Seungryong Kim

* Accepted to ICML 2021 Workshop: Self-Supervised Learning for Reasoning and Perception 

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Multiple Heads are Better than One: Few-shot Font Generation with Multiple Localized Experts


Apr 02, 2021
Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim

* 14 pages, 11 figures 

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Domain Generalization Needs Stochastic Weight Averaging for Robustness on Domain Shifts


Feb 17, 2021
Junbum Cha, Hancheol Cho, Kyungjae Lee, Seunghyun Park, Yunsung Lee, Sungrae Park


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Few-shot Font Generation with Localized Style Representations and Factorization


Sep 23, 2020
Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim

* 11 pages, 10 figures, first two authors contributed equally 

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Few-shot Compositional Font Generation with Dual Memory


May 21, 2020
Junbum Cha, Sanghyuk Chun, Gayoung Lee, Bado Lee, Seonghyeon Kim, Hwalsuk Lee


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