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A simple baseline that questions the use of pretrained-models in continual learning

Dataset preparation

Most datasets will be downloaded automatically

  1. Download Imagenet-R from Here

  2. Download CoRe50 from Here

Prepare Environment

Create environment using environment.yml

conda env create -f environment.yml -p ./env

conda activate ./env

Run the experiments

The experiments by following code

python main_{dataset-name}.py

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A Simple Baseline that Questions the Use of Pretrained-Models in Continual Learning (Accepted at DistShift workshop at Neurips 2022)

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