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> Can we use data augmentation ?

Was data augmentation used during the HMC training ?
Can we use during our training ?

Posted by: deebuls @ Aug. 6, 2021, 8:54 p.m.

Hi, we did not use data augmentation in the HMC runs. The reason is, data augmentation cannot be trivially incorporated in a true Bayesian neural network (see e.g. "Datasets and Data Augmentation" on page 3 of https://arxiv.org/abs/2104.14421).

You can use data augmentation in your submissions if you want to do so.

Posted by: izmailovpavel @ Aug. 7, 2021, 3:45 a.m.

Thank you for the response.

Posted by: deebuls @ Aug. 12, 2021, 8:25 a.m.
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