no code implementations • 26 May 2020 • Shan-Jean Wu, Chih-Yuan Yang, Jane Yung-jen Hsu
Chinese calligraphy is the writing of Chinese characters as an art form performed with brushes so Chinese characters are rich of shapes and details.
no code implementations • 13 Mar 2020 • Chih-Yuan Yang, Ravi Sahita
The damage caused by crypto-ransomware, due to encryption, is difficult to revert and cause data losses.
1 code implementation • 30 Jan 2019 • Chih-Yuan Yang, Heeseung Yun, Srenavis Varadaraj, Jane Yung-jen Hsu
We develop a system which generates summaries from seniors' indoor-activity videos captured by a social robot to help remote family members know their seniors' daily activities at home.
no code implementations • 21 Dec 2018 • Li Chen, Chih-Yuan Yang, Anindya Paul, Ravi Sahita
In this case study, we propose to use GAN to automatically produce dynamic features that exhibit generalized malicious behaviors that can reduce the efficacy of black-box ransomware classifiers.
BIG-bench Machine Learning Generative Adversarial Network +1
no code implementations • 27 Feb 2018 • Chieh-Teng Chang, Chi-Chia Huang, Chih-Yuan Yang, Jane Yung-jen Hsu
We evaluate the advantage of the proposed HWC approach by applying it to two existing methods, and discover that it generates state-of-the-art performance with a margin of 24 ROUGE points on a widely used dataset LCSTS.
no code implementations • 19 Apr 2017 • Li Chen, Mingwei Zhang, Chih-Yuan Yang, Ravi Sahita
When this similarity is strong, MBSS and SVM with linear kernel maintain 90\% detection rate while $k$NN and LDA suffer great performance degradation.
2 code implementations • 18 Dec 2016 • Chao Ma, Chih-Yuan Yang, Xiaokang Yang, Ming-Hsuan Yang
Numerous single-image super-resolution algorithms have been proposed in the literature, but few studies address the problem of performance evaluation based on visual perception.
Ranked #7 on Video Quality Assessment on MSU SR-QA Dataset
no code implementations • CVPR 2013 • Chih-Yuan Yang, Sifei Liu, Ming-Hsuan Yang
Each face image is represented in terms of facial components, contours and smooth regions.