UDA:UsupervisedDataAugmetatio
UofficialPyTorchImplemetatioofUsupervisedDataAugmetatio.
ExperimetsoTextDataseteedtobedoe.AyPull-Requestswouldbeappreciated.AugmetatiopoliciesforSVHN,ImageetusigAutoAugmetareotavailablepublicly.WeusepoliciesfromFastAutoAugmet.MostofcodesarefromFastAutoAugmet.
Itroductiotodo.
Ru$pythotrai.py-ccofs/wreset28x2.yaml--usupervisedExperimetsCifar10(Reduced,4kdataset)ReproducePaper'sResultWResNet28x2PaperOurCoverged(Top1Err)OurBest(Top1Err)Supervised20.2621.30AutoAugmet14.1*15.413.4UDA5.276.586.27SVHNtodo.
ImageNettodo.
ReferecesUsupervisedDataAugmetatio:https://arxiv.org/abs/1904.12848v1OfficialTesorflowImplemetatio:https://github.com/google-research/udaFastAutoAugmet:https://github.com/kakaobrai/fast-autoaugmet
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