Comparison of Fine-Tuning and Extension Strategies for Deep Convolutional Neural Networks

Nikiforos Pittaras, Foteini Markatopoulou, Vasileios Mezaris, Ioannis Patras. Comparison of Fine-Tuning and Extension Strategies for Deep Convolutional Neural Networks. In Laurent Amsaleg, Gylfi Þór Guðmundsson, Cathal Gurrin, Björn Þór Jónsson 0001, Shin'ichi Satoh, editors, MultiMedia Modeling - 23rd International Conference, MMM 2017, Reykjavik, Iceland, January 4-6, 2017, Proceedings, Part I. Volume 10132 of Lecture Notes in Computer Science, pages 102-114, Springer, 2017. [doi]

@inproceedings{PittarasMMP17,
  title = {Comparison of Fine-Tuning and Extension Strategies for Deep Convolutional Neural Networks},
  author = {Nikiforos Pittaras and Foteini Markatopoulou and Vasileios Mezaris and Ioannis Patras},
  year = {2017},
  doi = {10.1007/978-3-319-51811-4_9},
  url = {http://dx.doi.org/10.1007/978-3-319-51811-4_9},
  researchr = {https://researchr.org/publication/PittarasMMP17},
  cites = {0},
  citedby = {0},
  pages = {102-114},
  booktitle = {MultiMedia Modeling - 23rd International Conference, MMM 2017, Reykjavik, Iceland, January 4-6, 2017, Proceedings, Part I},
  editor = {Laurent Amsaleg and Gylfi Þór Guðmundsson and Cathal Gurrin and Björn Þór Jónsson 0001 and Shin'ichi Satoh},
  volume = {10132},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-319-51810-7},
}