Accelerating CNN Training by Pruning Activation Gradients

Xucheng Ye, Pengcheng Dai, Junyu Luo, Xin Guo, Yingjie Qi, Jianlei Yang 0001, Yiran Chen. Accelerating CNN Training by Pruning Activation Gradients. In Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm, editors, Computer Vision - ECCV 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part XXV. Volume 12370 of Lecture Notes in Computer Science, pages 322-338, Springer, 2020. [doi]

@inproceedings{YeDLGQYC20,
  title = {Accelerating CNN Training by Pruning Activation Gradients},
  author = {Xucheng Ye and Pengcheng Dai and Junyu Luo and Xin Guo and Yingjie Qi and Jianlei Yang 0001 and Yiran Chen},
  year = {2020},
  doi = {10.1007/978-3-030-58595-2_20},
  url = {https://doi.org/10.1007/978-3-030-58595-2_20},
  researchr = {https://researchr.org/publication/YeDLGQYC20},
  cites = {0},
  citedby = {0},
  pages = {322-338},
  booktitle = {Computer Vision - ECCV 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part XXV},
  editor = {Andrea Vedaldi and Horst Bischof and Thomas Brox and Jan-Michael Frahm},
  volume = {12370},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-58595-2},
}