RegMixup: MixupasaRegularizerCanSurprisingly ImproveAccuracy&Out-of-DistributionRobustness

Neural Information Processing Systems 

Thissimple change not only improves accuracy but also significantly improves the quality of the predictive uncertainty estimation of Mixup in most cases under various forms of covariate shifts and out-of-distribution detection experiments.

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