To install requirements:

pip install -r requirements.txt

To train the model(s) in the paper, run this command:

python3 main.py --data Cifar10 --acqMode Max_Diversity --optimizer_name Adam --isInit True
python3 main.py --data Cifar10 --acqMode Max_Diversity --optimizer_name SAM --isInit False

• Data will be downloaded to folder 'data'.
• Result will be recorded to folder 'Results'.

Our model achieves the following performance on active learning settings: