Chainer implementation of the paper "Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results" (https://arxiv.org/abs/1703.01780)
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README.md

chainer-MeanTeachers

This repository contains a Chainer implementation for the paper: Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results (NIPS 2017, Tarvainen, Antti, and Harri Valpola).

Figure 2

Requirements

  • Chainer 4.0+
  • CuPy 4.0+

Notes when using

  • Slightly modify your model architecture like this

Reference