@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", }