mixup and mixmatch added - Githubissues

NifTK / NiftyNet

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

http://niftynet.io

Apache License 2.0

1.36k stars 403 forks source link

mixup and mixmatch added #422

Closed Zach-ER closed 5 years ago

Zach-ER commented 5 years ago

Notes:

Only dense losses will work with mixup.
Potential further performance gains to be made from storing one data_dict in the iteration_message so only one new batch is sampled per iteration.

Status

*READY/

Description

Implements https://openreview.net/pdf?id=rkBBChjiG .

Types of changes

[ ] Bug fix (non-breaking change which fixes an issue)
[X] New feature (non-breaking change which adds functionality)
[ ] Breaking change (fix or feature that would cause existing functionality to change)
[X] My code follows the code style of this project.
[ ] I have added tests to cover my changes.
[X] All new and existing tests passed.

Todos

[ ] Tests
[ ] Documentation