From attribution maps to human-understandable explanations through Concept Relevance Propagation

Reduan Achtibat, Maximilian Dreyer, Ilona Eisenbraun, Sebastian Bosse, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin. From attribution maps to human-understandable explanations through Concept Relevance Propagation. Nat. Mach. Intell., 5(9):1006-1019, September 2023. [doi]

@article{AchtibatDEBWSL23,
  title = {From attribution maps to human-understandable explanations through Concept Relevance Propagation},
  author = {Reduan Achtibat and Maximilian Dreyer and Ilona Eisenbraun and Sebastian Bosse and Thomas Wiegand and Wojciech Samek and Sebastian Lapuschkin},
  year = {2023},
  month = {September},
  doi = {10.1038/s42256-023-00711-8},
  url = {https://doi.org/10.1038/s42256-023-00711-8},
  researchr = {https://researchr.org/publication/AchtibatDEBWSL23},
  cites = {0},
  citedby = {0},
  journal = {Nat. Mach. Intell.},
  volume = {5},
  number = {9},
  pages = {1006-1019},
}