Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models

Frederik Pahde, Maximilian Dreyer, Wojciech Samek, Sebastian Lapuschkin. Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. In Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan 0001, Tanveer F. Syeda-Mahmood, Russell H. Taylor, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 - 26th International Conference, Vancouver, BC, Canada, October 8-12, 2023, Proceedings, Part II. Volume 14221 of Lecture Notes in Computer Science, pages 596-606, Springer, 2023. [doi]

@inproceedings{PahdeDSL23,
  title = {Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models},
  author = {Frederik Pahde and Maximilian Dreyer and Wojciech Samek and Sebastian Lapuschkin},
  year = {2023},
  doi = {10.1007/978-3-031-43895-0_56},
  url = {https://doi.org/10.1007/978-3-031-43895-0_56},
  researchr = {https://researchr.org/publication/PahdeDSL23},
  cites = {0},
  citedby = {0},
  pages = {596-606},
  booktitle = {Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 - 26th International Conference, Vancouver, BC, Canada, October 8-12, 2023, Proceedings, Part II},
  editor = {Hayit Greenspan and Anant Madabhushi and Parvin Mousavi and Septimiu Salcudean and James Duncan 0001 and Tanveer F. Syeda-Mahmood and Russell H. Taylor},
  volume = {14221},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-43895-0},
}