| An Empirical study of Binary Neural Networks' Optimisation M Alizadeh, J Fernández-Marqués, ND Lane, Y Gal International Conference on Learning Representations (ICLR), 2019 | 28 | 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 MLSys 2020, 2020 | 5 | 2020 |
| 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 | 5 | 2015 |
| 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 | 4 | 2018 |
| BinaryCmd: Keyword Spotting with deterministic binary basis J Fernandez-Marques, WST Vincent, S Bhattachara, ND Lane Conference on Systems and Machine Learning (SysML), 2018 | 4 | 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 |
| Degree-Quant: Quantization-Aware Training for Graph Neural Networks SA Tailor, J Fernandez-Marques, ND Lane Graph Representation Learning and Beyond (ICMLw), 2020 | 1 | 2020 |
Nicholas LaneUniversity of Cambridge and Samsung AIVerified email at cam.ac.uk
