Search Results for author: Yi-Chang James Tsai

Found 4 papers, 3 papers with code

Y-net: Multi-scale feature aggregation network with wavelet structure similarity loss function for single image dehazing

1 code implementation31 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.

Image Dehazing Single Image Dehazing +2

When Causal Intervention Meets Adversarial Examples and Image Masking for Deep Neural Networks

1 code implementation9 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.

Causal Inference Visual Reasoning

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