Closed raindrop313 closed 1 year ago
Hi,raindrop. That's correct. LMSE attack aims to perturb the detaining results in terms of MSE loss, which is more on the pixel-wise perturbations. And LPIPS attack aims to perturb the results in the image feature embedding space, and we use the perceptual loss here to evaluate.
Hi, thanks for your work, and I have a problem with the LMSE attack and the LPIPS attack proposed in your paper. Why does LPIPS attack targets machine vision, and LMSE attack targets human vision?
Hi, thanks for your work, and I have a problem with the LMSE attack and the LPIPS attack proposed in your paper. Why does LPIPS attack targets machine vision, and LMSE attack targets human vision?