most citedFLoRA: Enhancing Vision-Language Models with Parameter-Efficient Federated Learning

4 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2024

Shears: Unstructured Sparsity with Neural Low-rank Adapter Search

J. Pablo Muñoz, Jinjie Yuan, Nilesh Jain

Recently, several approaches successfully demonstrated that weight-sharing Neural Architecture Search (NAS) can effectively explore a search space of elastic low-rank adapters (LoR…

cs.LG2024★ 4 cited

FLoRA: Enhancing Vision-Language Models with Parameter-Efficient Federated Learning

Duy Phuong Nguyen, J. Pablo Munoz, Ali Jannesari

In the rapidly evolving field of artificial intelligence, multimodal models, e.g., integrating vision and language into visual-language models (VLMs), have become pivotal for many…