Block-coordinate Plug-And-Play Methods with Armijo-like line-search for Image Restoration

Paper (arXiv)

Setup Environment

1. Create the conda environment

conda env create --file "environment.yml"

2. Activate the environment

conda activate blockPHILA

Run experiments

1. Replicate the experiment contained in the paper.

bash run_experiments.sh

2. Check the metrics.

tensorboard --logdir=results

Citation

Please consider citing Block PHILA PnP if you find it helpful.

@article{porta2026block,
  title={Block-coordinate Plug-And-Play Methods with Armijo-like line-search for Image Restoration},
  author={Porta, Federica and Rebegoldi, Simone and Sebastiani, Andrea},
  journal={arXiv preprint arXiv:2603.01734},
  year={2026}
}