NORA: Noise-Optimized Rescaling of LLMs on Analog Compute-in-Memory Accelerators
- Yayue Hou
- Sidney Tsai
- et al.
- 2025
- DATE 2025
Publications
42 results for Kaoutar El Maghraoui
Multi-Task Neural Network Mapping onto Analog-Digital Heterogeneous Accelerators
- 2024
- NeurIPS 2024
AIHWKIT-Lightning: A Scalable HW-Aware Training Toolkit for Analog In-Memory Computing
- 2024
- NeurIPS 2024
Medical Neural Architecture Search: Survey and Taxonomy
- Hadjer Benmeziane
- Imane Hamzaoui
- et al.
- 2024
- IJCAI 2024
Grassroots operator search for model edge adaptation using mathematical search space
- Hadjer Benmeziane
- Kaoutar El Maghraoui
- et al.
- 2024
- Future Generation Computer Systems
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
DFUSENAS: A Diffusion-Based Neural Architecture Search
- Lotfi Mecharbat
- Hadjer Benmeziane
- et al.
- 2024
- IJCNN 2024