Making deep neural networks right for the right scientific reasons by interacting with their explanations

Patrick Schramowski, Wolfgang Stammer, Stefano Teso, Anna Brugger, Franziska Herbert, Xiaoting Shao, Hans-Georg Luigs, Anne-Katrin Mahlein, Kristian Kersting. Making deep neural networks right for the right scientific reasons by interacting with their explanations. Nat. Mach. Intell., 2(8):476-486, 2020. [doi]

@article{SchramowskiSTBH20,
  title = {Making deep neural networks right for the right scientific reasons by interacting with their explanations},
  author = {Patrick Schramowski and Wolfgang Stammer and Stefano Teso and Anna Brugger and Franziska Herbert and Xiaoting Shao and Hans-Georg Luigs and Anne-Katrin Mahlein and Kristian Kersting},
  year = {2020},
  doi = {10.1038/s42256-020-0212-3},
  url = {https://doi.org/10.1038/s42256-020-0212-3},
  researchr = {https://researchr.org/publication/SchramowskiSTBH20},
  cites = {0},
  citedby = {0},
  journal = {Nat. Mach. Intell.},
  volume = {2},
  number = {8},
  pages = {476-486},
}