A comprehensive survey on hardware-aware neural architecture search H Benmeziane, KE Maghraoui, H Ouarnoughi, S Niar, M Wistuba, ... arXiv preprint arXiv:2101.09336, 2021 | 157* | 2021 |
Hardware-Aware Neural Architecture Search: Survey and Taxonomy H Benmeziane, K El Maghraoui, H Ouarnoughi, S Niar, M Wistuba, ... IJCAI 2021, 2021 | 55 | 2021 |
Comparison of deep learning frameworks and compilers H Benmeziane Master in Computer Science, École nationale Supérieure d’Informatique, 2020 | 13 | 2020 |
Multi-objective hardware-aware neural architecture search with Pareto rank-preserving surrogate models H Benmeziane, H Ouarnoughi, K El Maghraoui, S Niar ACM Transactions on Architecture and Code Optimization 20 (2), 1-21, 2023 | 11 | 2023 |
Pareto rank surrogate model for hardware-aware neural architecture search H Benmeziane, S Niar, H Ouarnoughi, K El Maghraoui 2022 IEEE International Symposium on Performance Analysis of Systems and …, 2022 | 11 | 2022 |
AnalogNAS: A neural network design framework for accurate inference with analog in-memory computing H Benmeziane, C Lammie, I Boybat, M Rasch, M Le Gallo, H Tsai, ... 2023 IEEE International Conference on Edge Computing and Communications …, 2023 | 9 | 2023 |
Neural architecture search for in-memory computing-based deep learning accelerators O Krestinskaya, ME Fouda, H Benmeziane, K El Maghraoui, A Sebastian, ... Nature Reviews Electrical Engineering, 1-17, 2024 | 6 | 2024 |
Hyt-nas: Hybrid transformers neural architecture search for edge devices LA Mecharbat, H Benmeziane, H Ouarnoughi, S Niar Proceedings of the 2023 Workshop on Compilers, Deployment, and Tooling for …, 2023 | 5 | 2023 |
Skip connections in spiking neural networks: an analysis of their effect on network training H Benmeziane, AZ Ounnoughene, I Hamzaoui, Y Bouhadjar 2023 IEEE International Parallel and Distributed Processing Symposium …, 2023 | 5 | 2023 |
A comprehensive survey on hardware-aware neural architecture search. arXiv 2021 H Benmeziane, KE Maghraoui, H Ouarnoughi, S Niar, M Wistuba, ... arXiv preprint arXiv:2101.09336, 0 | 5 | |
FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning S Bouaziz, H Benmeziane, Y Imine, L Hamdad, S Niar, H Ouarnoughi 2023 IEEE 41st International Conference on Computer Design (ICCD), 444-447, 2023 | 4 | 2023 |
Real-time style transfer with efficient vision transformers H Benmeziane, H Ouarnoughi, KE Maghraoui, S Niar Proceedings of the 5th International Workshop on Edge Systems, Analytics and …, 2022 | 4 | 2022 |
Grassroots Operator Search for Model Edge Adaptation using Mathematical Search Space H Benmeziane, K El Maghraoui, H Ouarnoughi, S Niar Future Generation Computer Systems, 2024 | 3 | 2024 |
Treasure what you have: Exploiting similarity in deep neural networks for efficient video processing H Benmeziane, H Bouzidi, H Ouarnoughi, O Ozturk, S Niar arXiv preprint arXiv:2305.06492, 2023 | 3 | 2023 |
Accelerating neural architecture search with rank-preserving surrogate models H Benmeziane, H Ouarnoughi, K El Maghraoui, S Niar The 7th Annual International Conference on Arab Women in Computing in …, 2021 | 3 | 2021 |
Medical neural architecture search: Survey and taxonomy H Benmeziane, I Hamzaoui, Z Cherif, K El Maghraoui International Joint Conference on Artificial Intelligence, 2024 | 2 | 2024 |
Pareto rank-preserving supernetwork for hardware-aware neural architecture search H Benmeziane, K El Maghraoui, H Ouarnoughi, S Niar ECAI 2023, 239-246, 2023 | 2 | 2023 |
CaW-NAS: Compression aware neural architecture search H Benmeziane, H Ouranoughi, S Niar, K El Maghraoui 2022 25th Euromicro Conference on Digital System Design (DSD), 391-397, 2022 | 2 | 2022 |
Grassroots operator search for model edge adaptation H Benmeziane, KE Maghraoui, H Ouarnoughi, S Niar arXiv preprint arXiv:2309.11246, 2023 | 1 | 2023 |
Efficient Hardware-aware Neural Architecture Search for Edge Computing H Benmeziane Université Polytechnique Hauts-de-France; Institut national des sciences …, 2023 | 1 | 2023 |