2 papers
cs.LG2025
Optimizing Deep Neural Networks using Safety-Guided Self Compression
Mohammad Zbeeb, Mariam Salman, Mohammad Bazzi +1
The deployment of deep neural networks on resource-constrained devices necessitates effective model com- pression strategies that judiciously balance the reduction of model size wi…
cs.LG2024
Exploring the Landscape for Generative Sequence Models for Specialized Data Synthesis
Mohammad Zbeeb, Mohammad Ghorayeb, Mariam Salman
Artificial Intelligence (AI) research often aims to develop models that can generalize reliably across complex datasets, yet this remains challenging in fields where data is scarce…