[R] Adversarial explanations for understanding image classification decisions and improved neural network robustness
Abstract:
Open Access pre-print: https://arxiv.org/abs/1906.02896 Open Access PDF (low-resolution images, due to size restriction): https://arxiv.org/pdf/1906.02896.pdf Peer-reviewed publication (with full-resolution images; also see bottom of this Reddit post): https://www.nature.com/articles/s42256-019-0104-6 Code: https://github.com/wwoods/adversarial-explanations-cifar/ Author’s note: The freely-available pre-print on ArXiv contains all content available in the Nature version, just in a slightly different ordering (IEEE vs Nature style). The resolution of the ArXiv images is a bit lower, as the full document from pdflatex is ~97 MB due to included images… A Ghostscript-optimized version, with full-resolution images, weighs in at 25MB and may be found here: https://drive.google.com/open?id=1xGCja0BUQ2VR9nlKre6QzJ2Q-qpp8ub8 submitted by /u/waltywalt |