Semi-Supervised Learning with Paws in TensorFlow

• PAWS-TF

  1 44 1.8 Jupyter Notebook

  Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.

PAWS introduces a way to combine a small fraction of labeled samples with unlabeled ones during the pre-training of vision models. With its simple and unique approach, it sets SOTA in semi-supervised learning that too with far less compute and parameters.

Here's my implementation of PAWS in TensorFlow: https://github.com/sayakpaul/PAWS-TF/

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