A Bayesian Data Augmentation Approach for Learning Deep Models

Toan Tran, Trung Pham, Gustavo Carneiro, Lyle Palmer, Ian Reid

Neural Information Processing Systems 

Therefore a reasonable alternative is to be able to automatically generate new annotated training samples using a process known as data augmentation.

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