no code implementations • 30 Jul 2019 • Sebastian Agethen, Winston H. Hsu
Herein, we propose a new enhancement to convolutional LSTM networks that supports accommodation of multiple convolutional kernels and layers.
3 code implementations • 22 Apr 2019 • Hsin-I Chen, Sebastian Agethen, Chiamin Wu, Winston Hsu, Bing-Yu Chen
This paper proposes a robust localization system that employs deep learning for better scene representation, and enhances the accuracy of 6-DOF camera pose estimation.
no code implementations • 19 Nov 2015 • Sheng-Yi Bai, Sebastian Agethen, Ting-Hsuan Chao, Winston Hsu
The recent promising achievements of deep learning rely on the large amount of labeled data.
no code implementations • 19 Nov 2015 • Sebastian Agethen, Winston H. Hsu
Our architecture achieves this with the help of expert networks: A network is trained on a disjoint subset of a given dataset and then run in parallel to other experts during deployment.