x: Explainability-Driven Quantization for Low-Bit and Sparse DNNs

Daniel Becking, Maximilian Dreyer, Wojciech Samek, Karsten Müller 0001, Sebastian Lapuschkin. x: Explainability-Driven Quantization for Low-Bit and Sparse DNNs. In Andreas Holzinger, Randy Goebel, Ruth Fong, Taesup Moon, Klaus-Robert Müller, Wojciech Samek, editors, xxAI - Beyond Explainable AI - International Workshop, Held in Conjunction with ICML 2020, July 18, 2020, Vienna, Austria, Revised and Extended Papers. Volume 13200 of Lecture Notes in Computer Science, pages 271-296, Springer, 2020. [doi]

@inproceedings{BeckingDSML20,
  title = { x: Explainability-Driven Quantization for Low-Bit and Sparse DNNs},
  author = {Daniel Becking and Maximilian Dreyer and Wojciech Samek and Karsten Müller 0001 and Sebastian Lapuschkin},
  year = {2020},
  doi = {10.1007/978-3-031-04083-2_14},
  url = {https://doi.org/10.1007/978-3-031-04083-2_14},
  researchr = {https://researchr.org/publication/BeckingDSML20},
  cites = {0},
  citedby = {0},
  pages = {271-296},
  booktitle = {xxAI - Beyond Explainable AI - International Workshop, Held in Conjunction with ICML 2020, July 18, 2020, Vienna, Austria, Revised and Extended Papers},
  editor = {Andreas Holzinger and Randy Goebel and Ruth Fong and Taesup Moon and Klaus-Robert Müller and Wojciech Samek},
  volume = {13200},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-04083-2},
}