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TiDAL: Learning Training Dynamics for Active Learning

presentation

Prerequisites:

  • Linux or macOS
  • Python 3.10
  • CPU compatible but NVIDIA GPU + CUDA CuDNN is highly recommended.

Installation

Install required Python packages

pip install requirements.txt

Running code

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

python main.py -d cifar10 -i 1 -m TiDAL -q Entropy