371 citations · 478 across the 5 of their papers we have counts for
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cs.CV2017★ 79 cited
APE-GAN: Adversarial Perturbation Elimination with GAN
Shiwei Shen, Guoqing Jin, Ke Gao +1
Although neural networks could achieve state-of-the-art performance while recongnizing images, they often suffer a tremendous defeat from adversarial examples--inputs generated by…
cs.CV2017★ 371 cited
DR2-Net: Deep Residual Reconstruction Network for Image Compressive Sensing
Hantao Yao, Feng Dai, Dongming Zhang +4
Most traditional algorithms for compressive sensing image reconstruction suffer from the intensive computation. Recently, deep learning-based reconstruction algorithms have been re…