Hadjer Benmeziane

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 22

Top Topics

Evaluation Framework

Neural Architecture

Top Venues

Tiny Papers @ ICLR

Future Gener. Comput. Syst.

Publications

Imane Hamzaoui, Hadjer Benmeziane, Zayneb Cherif, Kaoutar El Maghraoui
Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation. CoRR (2024)
Hadjer Benmeziane
A Pre-Search Evaluation Framework for Assessing Search Space Complexity. Tiny Papers @ ICLR (2024)
Imane Hamzaoui, Hadjer Benmeziane, Zayneb Cherif, Kaoutar El Maghraoui
Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation. Tiny Papers @ ICLR (2024)
Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar
Grassroots operator search for model edge adaptation using mathematical search space. Future Gener. Comput. Syst. 157 (2024)
Hadjer Benmeziane, Corey Lammie, Irem Boybat, Malte J. Rasch, Manuel Le Gallo, Hsinyu Tsai, Ramachandran Muralidhar, Smaïl Niar, Hamza Ouarnoughi, Vijay Narayanan, Abu Sebastian, Kaoutar El Maghraoui
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing. CoRR (2023)
Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar
Pareto Rank-Preserving Supernetwork for Hardware-Aware Neural Architecture Search. ECAI (2023)
Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar
Multi-objective Hardware-aware Neural Architecture Search with Pareto Rank-preserving Surrogate Models. ACM Trans. Archit. Code Optim. 20 (2) (2023)
Sofiane Bouaziz, Hadjer Benmeziane, Youcef Imine, Leila Hamdad, Smaïl Niar, Hamza Ouarnoughi
FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning. CoRR (2023)
Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouranoughi, Smaïl Niar
HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices. CoRR (2023)
Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar
HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices. CODAI (2023)
Hadjer Benmeziane, Amine Ziad Ounnoughene, Imane Hamzaoui, Younes Bouhadjar
Skip Connections in Spiking Neural Networks: An Analysis of Their Effect on Network Training. IPDPS Workshops (2023)
Sofiane Bouaziz, Hadjer Benmeziane, Youcef Imine, Leila Hamdad, Smaïl Niar, Hamza Ouarnoughi
FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning. ICCD (2023)
Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar
Grassroots Operator Search for Model Edge Adaptation. CoRR (2023)
Hadjer Benmeziane, Halima Bouzidi, Hamza Ouarnoughi, Ozcan Ozturk, Smaïl Niar
Treasure What You Have: Exploiting Similarity in Deep Neural Networks for Efficient Video Processing. CoRR (2023)
Hadjer Benmeziane, Amine Ziad Ounnoughene, Imane Hamzaoui, Younes Bouhadjar
Skip Connections in Spiking Neural Networks: An Analysis of Their Effect on Network Training. CoRR (2023)
Hadjer Benmeziane, Corey Lammie, Irem Boybat, Malte J. Rasch, Manuel Le Gallo, Hsinyu Tsai, Ramachandran Muralidhar, Smaïl Niar, Hamza Ouarnoughi, Vijay Narayanan, Abu Sebastian, Kaoutar El Maghraoui
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing. EDGE (2023)
Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar
Real-time style transfer with efficient vision transformers. EdgeSys@EuroSys (2022)
Hadjer Benmeziane, Smaïl Niar, Hamza Ouarnoughi, Kaoutar El Maghraoui
Pareto Rank Surrogate Model for Hardware-aware Neural Architecture Search. ISPASS (2022)
Hadjer Benmeziane, Hamza Ouranoughi, Smaïl Niar, Kaoutar El Maghraoui
CaW-NAS: Compression Aware Neural Architecture Search. DSD (2022)
Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang
A Comprehensive Survey on Hardware-Aware Neural Architecture Search. CoRR (2021)
Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang
Hardware-Aware Neural Architecture Search: Survey and Taxonomy. IJCAI (2021)
Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar
Accelerating Neural Architecture Search with Rank-Preserving Surrogate Models. ArabWIC (2021)