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Random Batch Generalization

Pytorch implementation of our paper.
Satoru Mizusawa and Yuichi Sei: Interlayer Augmentation in a Classification Task, 4th IEEE International Conference on Computing, Electronics & Communications Engineering (iCCECE), pp.59-64 (2021.8)

Install

pip install git+https://github.com/bottlenome/rbg.git

Sample

see train.py

Simple Usage

  1. import RBG or BG
from rbg.generalization import RandomBatchGeneralization, BatchGeneralization 
  1. Apply to model
    See rgb/model.py WrapVGG

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