Ultra-Low Precision 4-bit Training of Deep Neural Networks
- Xiao Sun
- Naigang Wang
- et al.
- 2020
- NeurIPS 2020
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40 results for Kaoutar El Maghraoui
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts
- Mohammed Nowaz Rabbani Chowdhury
- Meng Wang
- et al.
- 2024
- ICML 2024
Analog AI as a Service: A Cloud Platform for In-Memory Computing
- Kaoutar El Maghraoui
- Kim Tran
- et al.
- 2024
- SSE 2024
Are Large Language Models Good Neural Architecture Generators for Edge?
- Hadjer Benmeziane
- Kaoutar El Maghraoui
- 2024
- EDGE 2024
EfficientMedSAM: Accelerating Medical Image Segmentation via Neural Architecture Search and Knowledge Distillation
- Arnold Asiimwe
- William Das
- et al.
- 2024
- EDGE 2024
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing
- Hadjer Benmeziane
- Corey 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
Deep Compression of Pre-trained Transformer Models
- Naigang Wang
- Chi-Chun Liu
- et al.
- 2022
- NeurIPS 2022
Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)
- Geoffrey Burr
- Sidney Tsai
- et al.
- 2023
- IEDM 2023
Multi-Task Neural Network Mapping onto Analog-Digital Heterogeneous Accelerators
- Hadjer Benmeziane
- Corey Liam Lammie
- et al.
- 2024
- NeurIPS 2024