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Explaining How Deep Neural Networks Forget by Deep Visualization


May 03, 2020
Giang Nguyen, Shuan Chen, Tae Joon Jun, Daeyoung Kim

* 9 pages, 4 figures, 1 table. arXiv admin note: substantial text overlap with arXiv:2001.01578 

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Smart Inference for Multidigit Convolutional Neural Network based Barcode Decoding


Apr 14, 2020
Thao Do, Yalew Tolcha, Tae Joon Jun, Daeyoung Kim


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Applying Tensor Decomposition to image for Robustness against Adversarial Attack


Mar 05, 2020
Seungju Cho, Tae Joon Jun, Mingu Kang, Daeyoung Kim


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Unbalanced GANs: Pre-training the Generator of Generative Adversarial Network using Variational Autoencoder


Feb 06, 2020
Hyungrok Ham, Tae Joon Jun, Daeyoung Kim


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Dissecting Catastrophic Forgetting in Continual Learning by Deep Visualization


Jan 07, 2020
Giang Nguyen, Shuan Chen, Thao Do, Tae Joon Jun, Ho-Jin Choi, Daeyoung Kim

* 8 pages, 6 figures, 3 tables 

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ContCap: A comprehensive framework for continual image captioning


Sep 19, 2019
Giang Nguyen, Tae Joon Jun, Trung Tran, Daeyoung Kim

* 9 pages, 5 figures 

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DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation


Aug 18, 2019
Seung Ju Cho, Tae Joon Jun, Byungsoo Oh, Daeyoung Kim

* 8 pages, 8 figures 

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TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes


May 16, 2019
Tae Joon Jun, Youngsub Eom, Dohyeun Kim, Cherry Kim, Ji-Hye Park, Hoang Minh Nguyen, Daeyoung Kim

* 49 pages, 12 figures 

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T-Net: Encoder-Decoder in Encoder-Decoder architecture for the main vessel segmentation in coronary angiography


May 10, 2019
Tae Joon Jun, Jihoon Kweon, Young-Hak Kim, Daeyoung Kim

* 42 pages, 18 figures 

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Tournament Based Ranking CNN for the Cataract grading


Jul 07, 2018
Dohyeun Kim, Tae Joon Jun, Daeyoung Kim, Youngsub Eom

* Submitted to ACCV 2018 

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2sRanking-CNN: A 2-stage ranking-CNN for diagnosis of glaucoma from fundus images using CAM-extracted ROI as an intermediate input


Jul 04, 2018
Tae Joon Jun, Dohyeun Kim, Hoang Minh Nguyen, Daeyoung Kim, Youngsub Eom

* Accepted at BMVC 2018 

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Automated diagnosis of pneumothorax using an ensemble of convolutional neural networks with multi-sized chest radiography images


Apr 18, 2018
Tae Joon Jun, Dohyeun Kim, Daeyoung Kim

* Submitted to journal 

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Automated detection of vulnerable plaque in intravascular ultrasound images


Apr 18, 2018
Tae Joon Jun, Soo-Jin Kang, June-Goo Lee, Jihoon Kweon, Wonjun Na, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim, Young-Hak Kim

* Submitted to journal 

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ECG arrhythmia classification using a 2-D convolutional neural network


Apr 18, 2018
Tae Joon Jun, Hoang Minh Nguyen, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim, Young-Hak Kim

* Submitted to journal 

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