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Hadjer Benmeziane
Hadjer Benmeziane
Research Intern @ IBM Research
Verified email at uphf.fr
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Cited by
Year
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
112*2021
Hardware-Aware Neural Architecture Search: Survey and Taxonomy
H Benmeziane, K El Maghraoui, H Ouarnoughi, S Niar, M Wistuba, ...
IJCAI 2021, 2021
382021
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
92022
Comparison of deep learning frameworks and compilers
H Benmeziane
Master in Computer Science, École nationale Supérieure d’Informatique, 2020
92020
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
62023
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
32023
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
32022
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
22023
Grassroots operator search for model edge adaptation
H Benmeziane, KE Maghraoui, H Ouarnoughi, S Niar
arXiv preprint arXiv:2309.11246, 2023
12023
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
12023
Hyt-nas: Hybrid transformers neural architecture search for edge devices
LA Mecharbat, H Benmeziane, H Ouarnoughi, S Niar
arXiv preprint arXiv:2303.04440, 2023
12023
Pareto rank-preserving supernetwork for hardware-aware neural architecture search
H Benmeziane, K El Maghraoui, H Ouarnoughi, S Niar
ECAI 2023, 239-246, 2023
12023
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
12022
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
12021
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
2024
Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation
I Hamzaoui, H Benmeziane, Z Cherif, KE Maghraoui
arXiv preprint arXiv:2403.08796, 2024
2024
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
2023
Efficient Hardware-aware Neural Architecture Search for Edge Computing
H Benmeziane
Université Polytechnique Hauts-de-France; Institut national des sciences …, 2023
2023
Accelerating a Deep Learning Framework with Tiramisu
H Benmeziane
2020
2023 26th Euromicro Conference on Digital System Design (DSD)
O Hamza, S Niar, H Benmeziane, J Boukhobza, H Bouzidi, JC Ferreira, ...
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