robust.art - RobustART

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RobustART is the first comprehensive Robust ness investigation benchmark on large-scale dataset ImageNet regarding AR chitectural design ( 49 human-designed off-the-shelf architectures and 1200+ neural architecture searched networks) and T raining techniques ( 10+ general ones e.g. , extra training data, etc) towards diverse noises (adversarial, natural, and system noises). Our benchmark (including open-source toolkit, pre-trained model zoo, datasets, and analyses): (1) presents an open-source platform for

Thousands of architectures (49 human-designed off-the-shelf architectures and 1200 neural architecture searched networks) and training techniques (10+ general ones)

Links to robust.art (5)

• xlliu-beihang.github.io Homepage of Xianglong Liu, Beihang University
• robustart.github.io Home | The Art of Robustness
• liuaishan.github.io Aishan Liu | Beihang
• jiakaiwangcn.github.io Jiakai's Homepage
• xhplus.github.io Ruihao Gong