Summary of Sa-fedlora: Adaptive Parameter Allocation For Efficient Federated Learning with Lora Tuning, by Yuning Yang et al.
SA-FedLora: Adaptive Parameter Allocation for Efficient Federated Learning with LoRA Tuningby Yuning Yang, Xiaohong Liu,…
Summary of Dp-dylora: Fine-tuning Transformer-based Models On-device Under Differentially Private Federated Learning Using Dynamic Low-rank Adaptation, by Jie Xu et al.
DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptationby Jie…
Summary of Flora: Enhancing Vision-language Models with Parameter-efficient Federated Learning, by Duy Phuong Nguyen et al.
FLoRA: Enhancing Vision-Language Models with Parameter-Efficient Federated Learningby Duy Phuong Nguyen, J. Pablo Munoz, Ali…
Summary of Personalized Collaborative Fine-tuning For On-device Large Language Models, by Nicolas Wagner et al.
Personalized Collaborative Fine-Tuning for On-Device Large Language Modelsby Nicolas Wagner, Dongyang Fan, Martin JaggiFirst submitted…
Summary of Rethinking Low-rank Adaptation in Vision: Exploring Head-level Responsiveness Across Diverse Tasks, by Yibo Zhong et al.
Rethinking Low-Rank Adaptation in Vision: Exploring Head-Level Responsiveness across Diverse Tasksby Yibo Zhong, Yao ZhouFirst…
Summary of Low-rank Adaptation For Spatio-temporal Forecasting, by Weilin Ruan et al.
Low-rank Adaptation for Spatio-Temporal Forecastingby Weilin Ruan, Wei Chen, Xilin Dang, Jianxiang Zhou, Weichuang Li,…
Summary of A Note on Lora, by Vlad Fomenko et al.
A Note on LoRAby Vlad Fomenko, Han Yu, Jongho Lee, Stanley Hsieh, Weizhu ChenFirst submitted…
Summary of Bi-lora: a Vision-language Approach For Synthetic Image Detection, by Mamadou Keita et al.
Bi-LORA: A Vision-Language Approach for Synthetic Image Detectionby Mamadou Keita, Wassim Hamidouche, Hessen Bougueffa Eutamene,…
Summary of Inflora: Interference-free Low-rank Adaptation For Continual Learning, by Yan-shuo Liang et al.
InfLoRA: Interference-Free Low-Rank Adaptation for Continual Learningby Yan-Shuo Liang, Wu-Jun LiFirst submitted to arxiv on:…
Summary of Mtlora: a Low-rank Adaptation Approach For Efficient Multi-task Learning, by Ahmed Agiza et al.
MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learningby Ahmed Agiza, Marina Neseem, Sherief RedaFirst…