no code implementations • 4 Jul 2020 • Wei-Yu Chen, Hisao Ishibuhci, Ke Shang
Subset selection is a popular topic in recent years and a number of subset selection methods have been proposed.
no code implementations • 22 Mar 2020 • Wei-Yu Chen, Hisao Ishibuchi, Ke Shang
In other studies, it is shown that the objective space discretization improves the performance on combinatorial multi-objective problems.
4 code implementations • ICLR 2019 • Wei-Yu Chen, Yen-Cheng Liu, Zsolt Kira, Yu-Chiang Frank Wang, Jia-Bin Huang
Few-shot classification aims to learn a classifier to recognize unseen classes during training with limited labeled examples.
9 code implementations • ICCV 2017 • Yi-Hsin Chen, Wei-Yu Chen, Yu-Ting Chen, Bo-Cheng Tsai, Yu-Chiang Frank Wang, Min Sun
Despite the recent success of deep-learning based semantic segmentation, deploying a pre-trained road scene segmenter to a city whose images are not presented in the training set would not achieve satisfactory performance due to dataset biases.