2 papers
cs.CL2026
TAPS: Task Aware Proposal Distributions for Speculative Sampling
Mohamad Zbib, Mohamad Bazzi, Ammar Mohanna +2
Speculative decoding accelerates autoregressive generation by letting a lightweight draft model propose future tokens that a larger target model then verifies in parallel. In pract…
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…