Search Results for author: Jia-Ren Chang

Found 4 papers, 4 papers with code

Learning Facial Representations from the Cycle-consistency of Face

1 code implementation ICCV 2021 Jia-Ren Chang, Yong-Sheng Chen, Wei-Chen Chiu

The main idea of the facial motion cycle-consistency is that, given a face with expression, we can perform de-expression to a neutral face via the removal of facial motion and further perform re-expression to reconstruct back to the original face.

Face Reconstruction Facial Expression Recognition +3

Pyramid Stereo Matching Network

6 code implementations CVPR 2018 Jia-Ren Chang, Yong-Sheng Chen

The spatial pyramid pooling module takes advantage of the capacity of global context information by aggregating context in different scales and locations to form a cost volume.

Stereo Depth Estimation Stereo-LiDAR Fusion +2

Deep Competitive Pathway Networks

1 code implementation29 Sep 2017 Jia-Ren Chang, Yong-Sheng Chen

For examples, the Inception architecture integrates multi-scale subnetworks and the residual network can be regarded that a residual unit combines a residual subnetwork with an identity shortcut.

Image Classification Object Recognition

Batch-normalized Maxout Network in Network

1 code implementation9 Nov 2015 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 abstraction within the receptive field.

Image Classification

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