3 papers
cs.CV2021
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…
cs.CV2018
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…
cs.CV2017
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…