Tae Joon Jun

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Featured Co-authors

Daeyoung Kim
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∙ 05/03/2020

Explaining How Deep Neural Networks Forget by Deep Visualization

Explaining the behaviors of deep neural networks, usually considered as ...

Giang Nguyen, et al. ∙

∙ 04/14/2020

Smart Inference for Multidigit Convolutional Neural Network based Barcode Decoding

Barcodes are ubiquitous and have been used in most of critical daily act...

Thao Do, et al. ∙

∙ 02/28/2020

Applying Tensor Decomposition to image for Robustness against Adversarial Attack

Nowadays the deep learning technology is growing faster and shows dramat...

Seungju Cho, et al. ∙

∙ 02/06/2020

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

We propose Unbalanced GANs, which pre-trains the generator of the genera...

Hyungrok Ham, et al. ∙

∙ 01/06/2020

Dissecting Catastrophic Forgetting in Continual Learning by Deep Visualization

Interpreting the behaviors of Deep Neural Networks (usually considered a...

Giang Nguyen, et al. ∙

∙ 09/19/2019

ContCap: A comprehensive framework for continual image captioning

While cutting-edge image captioning systems are increasingly describing ...

Giang Nguyen, et al. ∙

∙ 08/14/2019

DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation

Nowadays, Deep learning techniques show dramatic performance on computer...

Seung Ju Cho, et al. ∙

∙ 05/16/2019

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

In this paper, we proposed Transferable Ranking Convolutional Neural Net...

Tae Joon Jun, et al. ∙

∙ 05/10/2019

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

In this paper, we proposed T-Net containing a small encoder-decoder insi...

Tae Joon Jun, et al. ∙

∙ 07/07/2018

Tournament Based Ranking CNN for the Cataract grading

Solving the classification problem, unbalanced number of dataset among t...

Dohyeun Kim, et al. ∙

∙ 05/15/2018

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

Glaucoma is a disease in which the optic nerve is chronically damaged by...

Tae Joon Jun, et al. ∙

∙ 04/18/2018

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

Pneumothorax is a relatively common disease, but in some cases, it may b...

Tae Joon Jun, et al. ∙

∙ 04/18/2018

Automated detection of vulnerable plaque in intravascular ultrasound images

Acute Coronary Syndrome (ACS) is a syndrome caused by a decrease in bloo...

Tae Joon Jun, et al. ∙

∙ 04/18/2018

ECG arrhythmia classification using a 2-D convolutional neural network

In this paper, we propose an effective electrocardiogram (ECG) arrhythmi...

Tae Joon Jun, et al. ∙