Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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17 results for Kaoutar El Maghraoui

Ultra-Low Precision 4-bit Training of Deep Neural Networks
- - Xiao Sun
  - Naigang Wang
  - et al.
- 2020
- NeurIPS 2020
Deep Compression of Pre-trained Transformer Models
- - Naigang Wang
  - Charlie Liu
  - et al.
- 2022
- NeurIPS 2022
Toward an Enterprise-ready Composable Infrastructure as a Service
- - Lorraine Herger
  - Kaoutar El Maghraoui
  - et al.
- 2021
- SCC 2021
IBM Analog Hardware Acceleration Kit
- - Kaoutar El Maghraoui
  - Malte Rasch
- 2021
- ICML 2021
Hardware-Aware Neural Architecture Search: Survey and Taxonomy
- - Hadjer Benmeziane
  - Kaoutar El Maghraoui
  - et al.
- 2021
- IJCAI 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
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing
- - Hadjer Benmeziane
  - Corey Liam Lammie
  - et al.
- 2023
- EDGE 2023
FactSheets for Hardware-Aware AI Models: A Case Study of Analog In Memory Computing AI Models
- - Brandon Dominique
  - Kaoutar El Maghraoui
  - et al.
- 2023
- SSE 2023
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