2 papers
cs.CV2019
KG-GAN: Knowledge-Guided Generative Adversarial Networks
Che-Han Chang, Chun-Hsien Yu, Szu-Ying Chen +1
Can generative adversarial networks (GANs) generate roses of various colors given only roses of red petals as input? The answer is negative, since GANs' discriminator would reject…
cs.LG2019
Distributed Layer-Partitioned Training for Privacy-Preserved Deep Learning
Chun-Hsien Yu, Chun-Nan Chou, Emily Chang
Deep Learning techniques have achieved remarkable results in many domains. Often, training deep learning models requires large datasets, which may require sensitive information to…