PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices

Xiaolong Ma, Fu-Ming Guo, Wei Niu, Xue Lin, Jian Tang 0008, Kaisheng Ma, Bin Ren, Yanzhi Wang. PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices. In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020. pages 5117-5124, AAAI Press, 2020. [doi]

@inproceedings{MaGNL0MRW20,
  title = {PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices},
  author = {Xiaolong Ma and Fu-Ming Guo and Wei Niu and Xue Lin and Jian Tang 0008 and Kaisheng Ma and Bin Ren and Yanzhi Wang},
  year = {2020},
  url = {https://aaai.org/ojs/index.php/AAAI/article/view/5954},
  researchr = {https://researchr.org/publication/MaGNL0MRW20},
  cites = {0},
  citedby = {0},
  pages = {5117-5124},
  booktitle = {The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020},
  publisher = {AAAI Press},
  isbn = {978-1-57735-823-7},
}