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Expectation-Maximization via Pretext-Invariant Representations

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IEEE Access 2023

Overview of our framework

overall pipeline


Requirements

  • torch
  • torchvision
  • tqdm
  • einops
  • wandb
  • pytorch-lightning
  • lightning-bolts
  • torchmetrics
  • scipy
  • timm

Installation

Please refer to solo-learn repository.


Training

Please refer to bash_files folders. We provide bash files for both CIFAR and ImageNet datasets.

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Official implementation of Expectation-Maximization via Pretext-Invariant Representations. (IEEE Access 2023)

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