CaW-NAS: Compression Aware Neural Architecture Search
- Hadjer Benmeziane
- Hamza Ouranoughi
- et al.
- 2022
- DSD 2022
Publications
42 results for Kaoutar El Maghraoui
Pareto Rank Surrogate Model for Hardware-aware Neural Architecture Search
- Hadjer Benmeziane
- Smail Niar
- et al.
- 2022
- ISPASS 2022
Real-Time Style Transfer with Efficient Vision Transformers
- Hadjer Benmeziane
- Hamza Ouarnoughi
- et al.
- 2022
- EdgeSys 2022
Toward an Enterprise-ready Composable Infrastructure as a Service
- Lorraine Herger
- Kaoutar El Maghraoui
- et al.
- 2021
- SCC 2021
Accelerating neural architecture search with rank-preserving surrogate models
- Hadjer Benmeziane
- Hamza Ouaghnouri
- et al.
- 2021
- ArabWIC 2021
Hardware-Aware Neural Architecture Search: Survey and Taxonomy
- Hadjer Benmeziane
- Kaoutar El Maghraoui
- et al.
- 2021
- IJCAI 2021
IBM Analog Hardware Acceleration Kit
- Kaoutar El Maghraoui
- Malte Rasch
- 2021
- ICML 2021
A Flexible and Fast PyTorch Toolkit for Simulating Training and Inference on Analog Crossbar Arrays
- Malte J. Rasch
- Diego Moreda
- et al.
- 2021
- AICAS 2021
Performance Analysis of Deep Learning Workloads on a Composable System
- Kaoutar El Maghraoui
- Lorraine M. Herger
- et al.
- 2021
- IPDPSW 2021
Hardware-aware Automated AI for Efficient Deep Learning across Hybrid Deployments: Current Landscape and Future Directions
- 2021
- ISPASS 2021