1 code implementation • 31 Mar 2020 • Hao-Hsiang Yang, Chao-Han Huck Yang, Yi-Chang James Tsai
Extensive experimental results demonstrate that the proposed Y-net with the W-SSIM loss function restores high-quality clear images and outperforms state-of-the-art algorithms.
no code implementations • 6 Nov 2019 • Yi-Chieh Liu, Yung-An Hsieh, Min-Hung Chen, Chao-Han Huck Yang, Jesper Tegner, Yi-Chang James Tsai
Performing driving behaviors based on causal reasoning is essential to ensure driving safety.
1 code implementation • 11 Feb 2019 • Yi-Chieh Liu, Hao-Hsiang Yang, Chao-Han Huck Yang, Jia-Hong Huang, Meng Tian, Hiromasa Morikawa, Yi-Chang James Tsai, Jesper Tegner
Age-Related Macular Degeneration (AMD) is an asymptomatic retinal disease which may result in loss of vision.
1 code implementation • 9 Feb 2019 • Chao-Han Huck Yang, Yi-Chieh Liu, Pin-Yu Chen, Xiaoli Ma, Yi-Chang James Tsai
To study the intervention effects on pixel-level features for causal reasoning, we introduce pixel-wise masking and adversarial perturbation.