Showing 2025Show all
2 papers · 1 filter
cs.AR2025
AxLLM: accelerator architecture for large language models with computation reuse capability
Soroush Ahadi, Mehdi Modarressi, Masoud Daneshtalab
Large language models demand massive computational power and memory resources, posing significant challenges for efficient deployment. While quantization has been widely explored t…
cs.LG2025
ProARD: progressive adversarial robustness distillation: provide wide range of robust students
Seyedhamidreza Mousavi, Seyedali Mousavi, Masoud Daneshtalab
Adversarial Robustness Distillation (ARD) has emerged as an effective method to enhance the robustness of lightweight deep neural networks against adversarial attacks. Current ARD…