The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes

Peter Kocsis 0001, Peter Súkeník, Guillem Brasó, Matthias Nießner, Laura Leal-Taixé, Ismail Elezi. The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

@inproceedings{0001SBNLE22,
  title = {The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes},
  author = {Peter Kocsis 0001 and Peter Súkeník and Guillem Brasó and Matthias Nießner and Laura Leal-Taixé and Ismail Elezi},
  year = {2022},
  url = {http://papers.nips.cc/paper_files/paper/2022/hash/0cc21b418ec126f005c7fe8157432339-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/0001SBNLE22},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022},
  editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh},
  isbn = {9781713871088},
}