Javier Fernández-Marqués : Publications

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@misc{fern2020searching,
  title = "Searching for Winograd-aware Quantized Networks",
  author = "Javier Fernandez-Marques and Paul N. Whatmough and Andrew Mundy and Matthew Mattina",
  year = "2020",
}

@inproceedings{alizadeh2018a,
  title = "A Systematic Study of Binary Neural Networks' Optimisation",
  author = "Milad Alizadeh and Javier Fernandez-Marques and Nicholas D. Lane and Yarin Gal",
  year = "2019",
  booktitle = "International Conference on Learning Representations",
  url = "https://openreview.net/forum?id=rJfUCoR5KX",
}

@conference{12046,
  title = "Deterministic Binary Filters for Convolutional Neural Networks",
  author = "Vincent W.−S. Tseng and Sourav Bhattacharya and <u>Javier Fernández−Marqués </u> and Milad Alizadeh and Catherine Tong and Nicholas D. Lane",
  year = "2018",
  booktitle = "Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI-18}",
  month = "7",
  pages = "2739-2747",
  publisher = "International Joint Conferences on Artificial Intelligence Organization",
  url = "https://doi.org/10.24963/ijcai.2018/380",
}

@conference{12044,
  title = "On-the-fly deterministic binary filters for memory efficient keyword spotting applications on embedded devices",
  author = "<u>Javier Fernández-Marqués</u> and Vincent W.-S. Tseng and Sourav Bhattacharya and Nicholas D. Lane",
  year = "2018",
  booktitle = "Proceedings of the 2nd International Workshop on Deep Learning for Mobile Systems and Applications, {EMDL-18}",
  isbn = "978-1-4503-5844-6",
  publisher = "ACM",
  url = "https://www.sigmobile.org/mobisys/2018/workshops/deepmobile18/papers/On-the-fly_deterministic_binary_filters.pdf",
}