Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations

Max Maria Losch, Mario Fritz, Bernt Schiele. Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations. International Journal of Computer Vision, 129(11):3136-3153, 2021. [doi]

@article{LoschFS21,
  title = {Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations},
  author = {Max Maria Losch and Mario Fritz and Bernt Schiele},
  year = {2021},
  doi = {10.1007/s11263-021-01498-0},
  url = {https://doi.org/10.1007/s11263-021-01498-0},
  researchr = {https://researchr.org/publication/LoschFS21},
  cites = {0},
  citedby = {0},
  journal = {International Journal of Computer Vision},
  volume = {129},
  number = {11},
  pages = {3136-3153},
}