Understanding Test-Time Augmentation
Masanari Kimura
Test-Time Augmentation (TTA) is a very powerful heuristic that takes
advantage of data augmentation during testing to produce averaged output.
Despite the experimental effectiveness of TTA, there is insufficient discussion
of its theoretical aspects. In this paper, we aim to give theoretical
guarantees for TTA and clarify its behavior.