3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Does Combining Parameter-efficient Modules Improve Few-shot Transfer Accuracy?
Nader Asadi, Mahdi Beitollahi, Yasser Khalil +3
Parameter-efficient fine-tuning stands as the standard for efficiently fine-tuning large language and vision models on downstream tasks. Specifically, the efficiency of low-rank ad…
cs.LG2023★ 3 cited
Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning
Nader Asadi, MohammadReza Davari, Sudhir Mudur +2
In Continual learning (CL) balancing effective adaptation while combating catastrophic forgetting is a central challenge. Many of the recent best-performing methods utilize various…