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Implementation for Using Early Readouts to Mediate Featural Bias in Distillation, WACV 2024. Code forked from https://github.com/kohpangwei/group_DRO (refer group_DRO for instructions on downloading datasets and setup).

Store datasets in a root directory ../../data/ (see data/data.py) for details.

Prerequisites

  • python 3.7.12
  • matplotlib 3.0.3
  • numpy 1.16.2
  • pandas 0.24.2
  • pillow 5.4.1
  • pytorch 1.13.1+cu117
  • pytorch_transformers 1.2.0
  • transformers 4.30.2
  • torchvision 0.5.0a0+19315e3
  • tqdm 4.32.2

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Official implementation of "Using early readouts to mediate featural bias in distillation" WACV '24

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