no code implementations • 5 Dec 2022 • Hung-Yueh Chiang, Natalia Frumkin, Feng Liang, Diana Marculescu
MobileTL trains the shifts for internal normalization layers to avoid storing activation maps for the backward pass.
1 code implementation • 14 Aug 2021 • Chia-Hsiang Liu, Yu-Shin Han, Yuan-Yao Sung, Yi Lee, Hung-Yueh Chiang, Kai-Chiang Wu
Neural architecture search can discover neural networks with good performance, and One-Shot approaches are prevalent.
no code implementations • 10 Apr 2021 • Yueh-Cheng Liu, Yu-Kai Huang, Hung-Yueh Chiang, Hung-Ting Su, Zhe-Yu Liu, Chin-Tang Chen, Ching-Yu Tseng, Winston H. Hsu
Most 3D neural networks are trained from scratch owing to the lack of large-scale labeled 3D datasets.
1 code implementation • 1 Aug 2019 • Hung-Yueh Chiang, Yen-Liang Lin, Yueh-Cheng Liu, Winston H. Hsu
We present a new unified point-based framework for 3D point cloud segmentation that effectively optimizes pixel-level features, geometrical structures and global context priors of an entire scene.