86 citations · 152 across the 3 of their papers we have counts for
4 papers
Learning Facial Representations from the Cycle-consistency of Face
Jia-Ren Chang, Yong-Sheng Chen, Wei-Chen Chiu
Faces manifest large variations in many aspects, such as identity, expression, pose, and face styling. Therefore, it is a great challenge to disentangle and extract these character…
Pyramid Stereo Matching Network
Jia-Ren Chang, Yong-Sheng Chen
Recent work has shown that depth estimation from a stereo pair of images can be formulated as a supervised learning task to be resolved with convolutional neural networks (CNNs). H…
Deep Competitive Pathway Networks
Jia-Ren Chang, Yong-Sheng Chen
In the design of deep neural architectures, recent studies have demonstrated the benefits of grouping subnetworks into a larger network. For examples, the Inception architecture in…
Batch-normalized Maxout Network in Network
Jia-Ren Chang, Yong-Sheng Chen
This paper reports a novel deep architecture referred to as Maxout network In Network (MIN), which can enhance model discriminability and facilitate the process of information abst…