FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and
Federated Image Classification

FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification

17 June 2022

Aliaksandra Shysheya

Massimiliano Patacchiola

Sebastian Nowozin

Richard E. Turner

Papers citing "FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification"

9 / 9 papers shown

Title
Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models Yae Jee Cho Luyang Liu Zheng Xu Aldi Fahrezi Gauri Joshi 19 45 0 12 Jan 2024
Efficient Model Personalization in Federated Learning via Client-Specific Prompt Generation Fu-En Yang Chien-Yi Wang Yu-Chiang Frank Wang VLM FedML 17 58 0 29 Aug 2023
A Closer Look at Few-shot Classification Again Xu Luo Hao Wu Ji Zhang Lianli Gao Jing Xu Jingkuan Song 24 48 0 28 Jan 2023
Robust Meta-Representation Learning via Global Label Inference and Classification Ruohan Wang Isak Falk Massimiliano Pontil C. Ciliberto 33 3 0 22 Dec 2022
Region-Conditioned Orthogonal 3D U-Net for Weather4Cast Competition Taehyeon Kim Shinhwan Kang Hyeon-Cheol Shin Deukryeol Yoon Seong-Hoon Eom Kijung Shin Se-Young Yun 37 4 0 05 Dec 2022
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition Shoufa Chen Chongjian Ge Zhan Tong Jiangliu Wang Yibing Song Jue Wang Ping Luo 141 637 0 26 May 2022
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,677 0 09 Mar 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,740 0 26 Sep 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 282 39,190 0 01 Sep 2014