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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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Multi-modal Text Recognition Networks: Interactive Enhancements between Visual and Semantic Features


Nov 30, 2021
Byeonghu Na, Yoonsik Kim, Sungrae Park


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BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents


Sep 10, 2021
Teakgyu Hong, Donghyun Kim, Mingi Ji, Wonseok Hwang, Daehyun Nam, Sungrae Park

* 13 pages, 9 figures 

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BROS: A Layout-Aware Pre-trained Language Model for Understanding Documents


Aug 24, 2021
Teakgyu Hong, Donghyun Kim, Mingi Ji, Wonseok Hwang, Daehyun Nam, Sungrae Park

* 11 pages, 6 figures; corrected Table 10 

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RewriteNet: Realistic Scene Text Image Generation via Editing Text in Real-world Image


Jul 23, 2021
Junyeop Lee, Yoonsik Kim, Seonghyeon Kim, Moonbin Yim, Seung Shin, Gayoung Lee, Sungrae Park


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SynthTIGER: Synthetic Text Image GEneratoR Towards Better Text Recognition Models


Jul 20, 2021
Moonbin Yim, Yoonsik Kim, Han-Cheol Cho, Sungrae Park

* Accepted at ICDAR 2021, 16 pages, 6 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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Show, Attend and Distill:Knowledge Distillation via Attention-based Feature Matching


Feb 05, 2021
Mingi Ji, Byeongho Heo, Sungrae Park

* 10 page, AAAI 2021 

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Character Region Attention For Text Spotting


Jul 19, 2020
Youngmin Baek, Seung Shin, Jeonghun Baek, Sungrae Park, Junyeop Lee, Daehyun Nam, Hwalsuk Lee

* 17 pages, 9 figures, Accepted by ECCV 2020 

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