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SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder



Jonghyun Kim , Gen Li , Cheolkon Jung , Joongkyu Kim

* Accepted to BMVC 2021. Codes are available at https://github.com/BenjaminJonghyun/SuperStyleNet 

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Edge and Identity Preserving Network for Face Super-Resolution



Jonghyun Kim , Gen Li , Inyong Yun , Cheolkon Jung , Joongkyu Kim


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GBDT-MO: Gradient Boosted Decision Trees for Multiple Outputs



Zhendong Zhang , Cheolkon Jung

* 12 pages, 5 figtures 

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Adversarial Defense by Suppressing High-frequency Components



Zhendong Zhang , Cheolkon Jung , Xiaolong Liang

* 3 pages. This paper is a technical report of the 5th place solution in the IJCAI-2019 Alibaba Adversarial AI Challenge. This paper has been accepted by the corresponding workshop 

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Recurrent Convolution for Compact and Cost-Adjustable Neural Networks: An Empirical Study



Zhendong Zhang , Cheolkon Jung

* 8 pages; preprint; work in progress 

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PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report



Andrey Ignatov , Radu Timofte , Thang Van Vu , Tung Minh Luu , Trung X Pham , Cao Van Nguyen , Yongwoo Kim , Jae-Seok Choi , Munchurl Kim , Jie Huang , Jiewen Ran , Chen Xing , Xingguang Zhou , Pengfei Zhu , Mingrui Geng , Yawei Li , Eirikur Agustsson , Shuhang Gu , Luc Van Gool , Etienne de Stoutz , Nikolay Kobyshev , Kehui Nie , Yan Zhao , Gen Li , Tong Tong , Qinquan Gao , Liu Hanwen , Pablo Navarrete Michelini , Zhu Dan , Hu Fengshuo , Zheng Hui , Xiumei Wang , Lirui Deng , Rang Meng , Jinghui Qin , Yukai Shi , Wushao Wen , Liang Lin , Ruicheng Feng , Shixiang Wu , Chao Dong , Yu Qiao , Subeesh Vasu , Nimisha Thekke Madam , Praveen Kandula , A. N. Rajagopalan , Jie Liu , Cheolkon Jung


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Part-Level Convolutional Neural Networks for Pedestrian Detection Using Saliency and Boundary Box Alignment



Inyong Yun , Cheolkon Jung , Xinran Wang , Alfred O Hero , Joongkyu Kim

* 9 pages, 10 figures 

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