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TrajGAIL: Generating Urban Vehicle Trajectories using Generative Adversarial Imitation Learning


Aug 21, 2020
Seongjin Choi, Jiwon Kim, Hwasoo Yeo

* 22 pages, 8 figures, 2 table 

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Associative Partial Domain Adaptation


Aug 07, 2020
Youngeun Kim, Sungeun Hong, Seunghan Yang, Sungil Kang, Yunho Jeon, Jiwon Kim

* 8 pages, 8 figures, 3 tables 

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TrajGAIL: Generating Urban Trajectories using Generative Adversarial Imitation Learning


Jul 28, 2020
Seongjin Choi, Jiwon Kim, Hwasoo Yeo

* 24 pages, 8 figures, 1 table 

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Sample-based Regularization: A Transfer Learning Strategy Toward Better Generalization


Jul 10, 2020
Yunho Jeon, Yongseok Choi, Jaesun Park, Subin Yi, Dongyeon Cho, Jiwon Kim


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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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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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Discriminative Few-Shot Learning Based on Directional Statistics


Jun 05, 2019
Junyoung Park, Subin Yi, Yongseok Choi, Dong-Yeon Cho, Jiwon Kim


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Attention-based Recurrent Neural Network for Urban Vehicle Trajectory Prediction


Dec 18, 2018
Seongjin Choi, Jiwon Kim, Hwasoo Yeo


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Doubly Nested Network for Resource-Efficient Inference


Jun 20, 2018
Jaehong Kim, Sungeun Hong, Yongseok Choi, Jiwon Kim


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Meta Continual Learning


Jun 11, 2018
Risto Vuorio, Dong-Yeon Cho, Daejoong Kim, Jiwon Kim


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Auto-Meta: Automated Gradient Based Meta Learner Search


Jun 11, 2018
Jaehong Kim, Youngduck Choi, Moonsu Cha, Jung Kwon Lee, Sangyeul Lee, Sungwan Kim, Yongseok Choi, Jiwon Kim


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Continual Learning with Deep Generative Replay


Dec 12, 2017
Hanul Shin, Jung Kwon Lee, Jaehong Kim, Jiwon Kim

* NIPS 2017 

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Unsupervised Visual Attribute Transfer with Reconfigurable Generative Adversarial Networks


Jul 31, 2017
Taeksoo Kim, Byoungjip Kim, Moonsu Cha, Jiwon Kim


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End-to-end Learning of Image based Lane-Change Decision


Jun 26, 2017
Seong-Gyun Jeong, Jiwon Kim, Sujung Kim, Jaesik Min


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Learning to Discover Cross-Domain Relations with Generative Adversarial Networks


May 15, 2017
Taeksoo Kim, Moonsu Cha, Hyunsoo Kim, Jung Kwon Lee, Jiwon Kim

* Accepted to International Conference on Machine Learning (ICML) 2017 

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Deeply-Recursive Convolutional Network for Image Super-Resolution


Nov 11, 2016
Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee

* CVPR 2016 Oral 

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Accurate Image Super-Resolution Using Very Deep Convolutional Networks


Nov 11, 2016
Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee

* CVPR 2016 Oral 

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Dual Memory Architectures for Fast Deep Learning of Stream Data via an Online-Incremental-Transfer Strategy


Jun 15, 2015
Sang-Woo Lee, Min-Oh Heo, Jiwon Kim, Jeonghee Kim, Byoung-Tak Zhang


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