Top-KAST: Top-K Always Sparse Training

Siddhant M. Jayakumar, Razvan Pascanu, Jack W. Rae, Simon Osindero, Erich Elsen. Top-KAST: Top-K Always Sparse Training. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

@inproceedings{JayakumarPROE20,
  title = {Top-KAST: Top-K Always Sparse Training},
  author = {Siddhant M. Jayakumar and Razvan Pascanu and Jack W. Rae and Simon Osindero and Erich Elsen},
  year = {2020},
  url = {https://proceedings.neurips.cc/paper/2020/hash/ee76626ee11ada502d5dbf1fb5aae4d2-Abstract.html},
  researchr = {https://researchr.org/publication/JayakumarPROE20},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual},
  editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria-Florina Balcan and Hsuan-Tien Lin},
}