MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning

no code implementations • 27 Aug 2019 • Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen

Since deep networks are capable of memorizing the entire dataset, the corrupted samples generated by vanilla MixUp with a badly chosen interpolation policy will degrade the performance of networks.

Data Augmentation Domain Adaptation +2