ALF: Autoencoder-based Low-rank Filter-sharing for Efficient Convolutional Neural Networks

Alexander Frickenstein, Manoj Rohit Vemparala, Nael Fasfous, Laura Hauenschild, Naveen Shankar Nagaraja, Christian Unger, Walter Stechele. ALF: Autoencoder-based Low-rank Filter-sharing for Efficient Convolutional Neural Networks. In 57th ACM/IEEE Design Automation Conference, DAC 2020, San Francisco, CA, USA, July 20-24, 2020. pages 1-6, IEEE, 2020. [doi]

@inproceedings{FrickensteinVFH20,
  title = {ALF: Autoencoder-based Low-rank Filter-sharing for Efficient Convolutional Neural Networks},
  author = {Alexander Frickenstein and Manoj Rohit Vemparala and Nael Fasfous and Laura Hauenschild and Naveen Shankar Nagaraja and Christian Unger and Walter Stechele},
  year = {2020},
  doi = {10.1109/DAC18072.2020.9218501},
  url = {https://doi.org/10.1109/DAC18072.2020.9218501},
  researchr = {https://researchr.org/publication/FrickensteinVFH20},
  cites = {0},
  citedby = {0},
  pages = {1-6},
  booktitle = {57th ACM/IEEE Design Automation Conference, DAC 2020, San Francisco, CA, USA, July 20-24, 2020},
  publisher = {IEEE},
  isbn = {978-1-7281-1085-1},
}