16 citations · 16 across the 3 of their papers we have counts for
4 papers · 1 filter
Comprehensive Facial Expression Synthesis using Human-Interpretable Language
Joanna Hong, Jung Uk Kim, Sangmin Lee +1
Recent advances in facial expression synthesis have shown promising results using diverse expression representations including facial action units. Facial action units for an elabo…
Investigating Vulnerability to Adversarial Examples on Multimodal Data Fusion in Deep Learning
Youngjoon Yu, Hong Joo Lee, Byeong Cheon Kim +2
The success of multimodal data fusion in deep learning appears to be attributed to the use of complementary in-formation between multiple input data. Compared to their predictive p…
Revisiting Role of Autoencoders in Adversarial Settings
Byeong Cheon Kim, Jung Uk Kim, Hakmin Lee +1
To combat against adversarial attacks, autoencoder structure is widely used to perform denoising which is regarded as gradient masking. In this paper, we revisit the role of autoen…
Iterative Deep Convolutional Encoder-Decoder Network for Medical Image Segmentation
Jung Uk Kim, Hak Gu Kim, Yong Man Ro
In this paper, we propose a novel medical image segmentation using iterative deep learning framework. We have combined an iterative learning approach and an encoder-decoder network…