1 code implementation • 9 Jul 2020 • Jun-ming Zhang, Weijia Chen, Yu-Ping Wang, Ram Vasudevan, Matthew Johnson-Roberson
This paper illustrates that this proposed method achieves state-of-the-art performance on shape classification, part segmentation and point cloud completion.
no code implementations • 7 May 2019 • Jun-ming Zhang, Manikandasriram Srinivasan Ramanagopal, Ram Vasudevan, Matthew Johnson-Roberson
An accurate depth map of the environment is critical to the safe operation of autonomous robots and vehicles.
no code implementations • 13 Sep 2018 • Jun-ming Zhang, Katherine A. Skinner, Ram Vasudevan, Matthew Johnson-Roberson
Initial disparity estimates are refined with an embedding learned from the semantic segmentation branch of the network.
no code implementations • 17 May 2013 • Fu-qiang Chen, Yan Wu, Guo-dong Zhao, Jun-ming Zhang, Ming Zhu, Jing Bai
Auto-encoder is a special kind of neural network based on reconstruction.