| Zero-cost proxies for lightweight NAS MS Abdelfattah, A Mehrotra, Ł Dudziak, ND Lane arXiv preprint arXiv:2101.08134, 2021 | 450 | 2021 |
| Brp-nas: Prediction-based nas using gcns L Dudziak, T Chau, M Abdelfattah, R Lee, H Kim, N Lane Advances in neural information processing systems 33, 10480-10490, 2020 | 291 | 2020 |
| Gzip on a chip: High performance lossless data compression on fpgas using opencl MS Abdelfattah, A Hagiescu, D Singh Proceedings of the international workshop on openCL 2013 & 2014, 1-9, 2014 | 154 | 2014 |
| Field Programmable Gate-Array with Embedded Network-on-Chip Hardware and Design Flow MS Abdelfattah, VT Betz US Patent App. 14/060,253, 2015 | 140 | 2015 |
| DLA: Compiler and FPGA overlay for neural network inference acceleration MS Abdelfattah, D Han, A Bitar, R DiCecco, S O'Connell, N Shanker, ... 2018 28th international conference on field programmable logic and …, 2018 | 128 | 2018 |
| Best of both worlds: Automl codesign of a cnn and its hardware accelerator MS Abdelfattah, Ł Dudziak, T Chau, R Lee, H Kim, ND Lane 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 117 | 2020 |
| Zerowaste dataset: Towards deformable object segmentation in cluttered scenes D Bashkirova, M Abdelfattah, Z Zhu, J Akl, F Alladkani, P Hu, V Ablavsky, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 104 | 2022 |
| Nas-bench-asr: Reproducible neural architecture search for speech recognition A Mehrotra, AGCP Ramos, S Bhattacharya, Ł Dudziak, R Vipperla, ... International Conference on Learning Representations, 2020 | 98 | 2020 |
| Adaptable butterfly accelerator for attention-based NNs via hardware and algorithm co-design H Fan, T Chau, SI Venieris, R Lee, A Kouris, W Luk, ND Lane, ... 2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 599-615, 2022 | 88 | 2022 |
| Journey towards tiny perceptual super-resolution R Lee, Ł Dudziak, M Abdelfattah, SI Venieris, H Kim, H Wen, ND Lane european conference on computer vision, 85-102, 2020 | 68 | 2020 |
| Design tradeoffs for hard and soft FPGA-based Networks-on-Chip MS Abdelfattah, V Betz International Conference on Field-Programmable Technology (FPT), 95-103, 2012 | 68 | 2012 |
| The Case for Embedded Networks-on-Chip on FPGAs M Abdelfattah, V Betz IEEE Micro 34 (1), 1-1, 2014 | 57* | 2014 |
| Take the highway: Design for embedded NoCs on FPGAs MS Abdelfattah, A Bitar, V Betz Proceedings of the 2015 ACM/SIGDA International Symposium on Field …, 2015 | 47 | 2015 |
| The Power of Communication: Energy-Efficient NoCs for FPGAs MS Abdelfattah, V Betz International Conference on Field-Programmable Logic and Applications (FPL), 2013 | 40 | 2013 |
| Palu: Compressing kv-cache with low-rank projection CC Chang, WC Lin, CY Lin, CY Chen, YF Hu, PS Wang, NC Huang, ... arXiv preprint arXiv:2407.21118, 2024 | 38 | 2024 |
| Networks-on-Chip for FPGAs: Hard, Soft or Mixed? MS Abdelfattah, V Betz ACM Transactions on Reconfigurable Technology and Systems (TRETS) 7 (3), 20, 2014 | 37 | 2014 |
| Zero-cost operation scoring in differentiable architecture search L Xiang, L Dudziak, MS Abdelfattah, T Chau, ND Lane, H Wen Proceedings of the AAAI conference on artificial intelligence 37 (9), 10453 …, 2023 | 35 | 2023 |
| Shrinkml: End-to-end asr model compression using reinforcement learning MS Abdelfattah, R Vipperla, S Laskaridis, ND Lane arXiv preprint arXiv:1907.03540, 2019 | 31 | 2019 |
| Artelingo: A million emotion annotations of wikiart with emphasis on diversity over language and culture Y Mohamed, M Abdelfattah, S Alhuwaider, F Li, X Zhang, K Church, ... Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 30 | 2022 |
| Maskclr: Attention-guided contrastive learning for robust action representation learning M Abdelfattah, M Hassan, A Alahi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 29 | 2024 |
Nicholas LaneUniversity of Cambridge and Flower LabsVerified email at cam.ac.uk
