| An Empirical study of Binary Neural Networks' Optimisation M Alizadeh, J Fernández-Marqués, ND Lane, Y Gal International Conference on Learning Representations (ICLR), 2019 | 41 | 2019 |
| Deterministic Binary Filters for Convolutional Neural Networks. VWS Tseng, S Bhattacharya, J Fernández-Marqués, M Alizadeh, C Tong, ... International Joint Conference on Artificial Intelligence (IJCAI), 2018 | 9 | 2018 |
| Searching for Winograd-aware Quantized Networks J Fernandez-Marques, PN Whatmough, A Mundy, M Mattina Conference on Machine Learning and Systems (MLSys), 2020 | 7 | 2020 |
| Degree-Quant: Quantization-Aware Training for Graph Neural Networks SA Tailor, J Fernandez-Marques, ND Lane International Conference on Learning Representations (ICLR), 2021 | 6 | 2021 |
| On-the-fly deterministic binary filters for memory efficient keyword spotting applications on embedded devices J Fernandez-Marques, VTS Tseng, S Bhattacharya, ND Lane Proceedings of the 2nd International Workshop on Deep Learning for Mobile …, 2018 | 6 | 2018 |
| Characterization of the role of collagen network structure and composition in cancer cell migration M Anguiano, C Castilla, M Maška, C Ederra, J Fernández-Marqués, ... IEEE International Conference of Engineering in Medicine and Biology Society …, 2015 | 6 | 2015 |
| BinaryCmd: Keyword Spotting with deterministic binary basis J Fernandez-Marques, WST Vincent, S Bhattachara, ND Lane Conference on Machine Learning and Systems (MLSys), 2018 | 5 | 2018 |
| Quantification of the 3D collagen network geometry in confocal reflection microscopy M Maska, C Ederra, J Fernández-Marqués, A Muñoz-Barrutia, M Kozubek, ... IEEE International Conference on Image Processing (ICIP), 2015 | 4 | 2015 |
| End-to-End Speech Recognition from Federated Acoustic Models Y Gao, T Parcollet, J Fernandez-Marques, PPB de Gusmao, DJ Beutel, ... arXiv preprint arXiv:2104.14297, 2021 | 1 | 2021 |
| unzipFPGA: Enhancing FPGA-based CNN Engines with On-the-Fly Weights Generation SI Venieris, J Fernandez-Marques, ND Lane IEEE International Symposium on Field-Programmable Custom Computing Machines …, 2021 | 1 | 2021 |
| A first look into the carbon footprint of federated learning X Qiu, T Parcollet, J Fernandez-Marques, PPB de Gusmao, DJ Beutel, ... arXiv preprint arXiv:2102.07627, 2021 | 1 | 2021 |
| On-device Federated Learning with Flower A Mathur, DJ Beutel, PPB de Gusmão, J Fernandez-Marques, T Topal, ... arXiv preprint arXiv:2104.03042, 2021 | | 2021 |
Nicholas LaneUniversity of Cambridge and Samsung AIVerified email at cam.ac.uk
