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Towards Robust Pattern Recognition: A Review
[article]
2020
arXiv
pre-print
The accuracies for many pattern recognition tasks have increased rapidly year by year, achieving or even outperforming human performance. From the perspective of accuracy, pattern recognition seems to be a nearly-solved problem. However, once launched in real applications, the high-accuracy pattern recognition systems may become unstable and unreliable, due to the lack of robustness in open and changing environments. In this paper, we present a comprehensive review of research towards robust
arXiv:2006.06976v1
fatcat:mn35i7bmhngl5hxr3vukdcmmde