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Domain Adaptation without Source Data


Jul 11, 2020
Youngeun Kim, Sungeun Hong, Donghyeon Cho, Hyoungseob Park, Priyadarshini Panda

* 13 pages 

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Restore from Restored: Video Restoration with Pseudo Clean Video


Mar 09, 2020
Seunghwan Lee, Seobin Park, Donghyeon Cho, Jiwon Kim, Tae Hyun Kim


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Restore from Restored: Single Image Denoising with Pseudo Clean Image


Mar 09, 2020
Seunghwan Lee, Donghyeon Cho, Jiwon Kim, Tae Hyun Kim

* arXiv admin note: substantial text overlap with arXiv:2001.02899 

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Fast Adaptation to Super-Resolution Networks via Meta-Learning


Jan 14, 2020
Seobin Park, Jinsu Yoo, Donghyeon Cho, Jiwon Kim, Tae Hyun Kim


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Self-Supervised Fast Adaptation for Denoising via Meta-Learning


Jan 09, 2020
Seunghwan Lee, Donghyeon Cho, Jiwon Kim, Tae Hyun Kim


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Preserving Semantic and Temporal Consistency for Unpaired Video-to-Video Translation


Aug 21, 2019
Kwanyong Park, Sanghyun Woo, Dahun Kim, Donghyeon Cho, In So Kweon

* Accepted by ACM Multimedia(ACM MM) 2019 

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Key Instance Selection for Unsupervised Video Object Segmentation


Jul 26, 2019
Donghyeon Cho, Sungeun Hong, Sungil Kang, Jiwon Kim

* Ranked 3rd in 'Unsupervised DAVIS Challenge' (CVPR 2019) 

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Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles


Nov 24, 2018
Dahun Kim, Donghyeon Cho, In So Kweon

* Accepted to AAAI 2019 

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Discriminative Feature Learning for Unsupervised Video Summarization


Nov 24, 2018
Yunjae Jung, Donghyeon Cho, Dahun Kim, Sanghyun Woo, In So Kweon

* Accepted to AAAI 2019 !!! 

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LinkNet: Relational Embedding for Scene Graph


Nov 15, 2018
Sanghyun Woo, Dahun Kim, Donghyeon Cho, In So Kweon

* Accepted to NIPS 2018 

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Learning Image Representations by Completing Damaged Jigsaw Puzzles


Feb 06, 2018
Dahun Kim, Donghyeon Cho, Donggeun Yoo, In So Kweon

* accepted at WACV 2018 

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Two-Phase Learning for Weakly Supervised Object Localization


Aug 16, 2017
Dahun Kim, Donghyeon Cho, Donggeun Yoo, In So Kweon

* Accepted at ICCV 2017 

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Weakly- and Self-Supervised Learning for Content-Aware Deep Image Retargeting


Aug 09, 2017
Donghyeon Cho, Jinsun Park, Tae-Hyun Oh, Yu-Wing Tai, In So Kweon

* 10 pages, 11 figures. To appear in ICCV 2017, Spotlight Presentation 

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A Unified Approach of Multi-scale Deep and Hand-crafted Features for Defocus Estimation


Apr 28, 2017
Jinsun Park, Yu-Wing Tai, Donghyeon Cho, In So Kweon

* 10 pages, 14 figures. To appear in CVPR 2017. Project page : https://github.com/zzangjinsun/DHDE_CVPR17 

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