DPCore

Dynamic Domains, Dynamic Solutions: DPCore for Continual Test-Time Adaptation

Yunbei Zhang, Akshay Mehra, Jihun Hamm

Requirements

conda update conda
conda env create -f environment.yml
conda activate dpcore 

ImageNet-C Experiments

cd imagenet
sh ./bash/dpcore_vit.sh

Citation

Please cite our work if you find it useful.

@article{zhang2024dynamic,
  title={Dynamic Domains, Dynamic Solutions: DPCore for Continual Test-Time Adaptation},
  author={Zhang, Yunbei and Mehra, Akshay and Hamm, Jihun},
  journal={arXiv preprint arXiv:2406.10737},
  year={2024}
}

Acknowlegdement

CoTTA code is heavily used. \ Robustbench official.