no code implementations • 21 Aug 2019 • Weitsung Lin, Ting-Hsuan Chao, Jianmin Wu, Tianhuang Su
As emojis are widely used in social media, people not only use an emoji to express their emotions or mention things but also extend its usage to represent complicate emotions, concepts or activities by combining multiple emojis.
no code implementations • 18 Aug 2016 • Wei-Tse Sun, Ting-Hsuan Chao, Yin-Hsi Kuo, Winston H. Hsu
We conduct experiments on the collected FACD for filter recommendation, and the results show that our proposed category-aware aesthetic learning outperforms aesthetic classification methods (e. g., 12% relative improvement).
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 • CVPR 2015 • Ting-Hsuan Chao, Yen-Liang Lin, Yin-Hsi Kuo, Winston H. Hsu
Our method can reconstruct filters by minimizing score map error, while sparse coding reconstructs filters by minimizing appearance error.