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Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons


Nov 08, 2018
Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi

* Accepted to AAAI 2019 

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Knowledge Distillation with Adversarial Samples Supporting Decision Boundary


May 21, 2018
Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi

* 10 pages, 3 figures 

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Context-aware Deep Feature Compression for High-speed Visual Tracking


Mar 28, 2018
Jongwon Choi, Hyung Jin Chang, Tobias Fischer, Sangdoo Yun, Kyuewang Lee, Jiyeoup Jeong, Yiannis Demiris, Jin Young Choi

* 9 pages, 6 figures, Accepted in CVPR2018 (IEEE conference on Computer Vision and Pattern Recognition) 

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Butterfly Effect: Bidirectional Control of Classification Performance by Small Additive Perturbation


Dec 04, 2017
YoungJoon Yoo, Seonguk Park, Junyoung Choi, Sangdoo Yun, Nojun Kwak


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Unsupervised Holistic Image Generation from Key Local Patches


Apr 03, 2017
Donghoon Lee, Sangdoo Yun, Sungjoon Choi, Hwiyeon Yoo, Ming-Hsuan Yang, Songhwai Oh

* 16 pages 

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