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2310.07587
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Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer
11 October 2023
Zikai Xiao
Zihan Chen
Songshan Liu
Hualiang Wang
Yang Feng
Jinxiang Hao
Qiufeng Wang
Jian Wu
Howard H. Yang
Zuo-Qiang Liu
FedML
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Papers citing
"Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer"
8 / 8 papers shown
Title
CAPT: Class-Aware Prompt Tuning for Federated Long-Tailed Learning with Vision-Language Model
Shihao Hou
Xinyi Shang
Shreyank N Gowda
Yang Lu
Chao-Xiang Wu
Yan Yan
Hanzi Wang
VLM
101
0
0
10 Mar 2025
You Are Your Own Best Teacher: Achieving Centralized-level Performance in Federated Learning under Heterogeneous and Long-tailed Data
Shanshan Yan
Zexi Li
Chao-Xiang Wu
Meng Pang
Yang Lu
Yan Yan
Hanzi Wang
FedML
107
0
0
10 Mar 2025
Overcoming label shift in targeted federated learning
Edvin Listo Zec
Adam Breitholtz
Fredrik D. Johansson
FedML
133
0
0
06 Nov 2024
Addressing Skewed Heterogeneity via Federated Prototype Rectification with Personalization
Shunxin Guo
Hongsong Wang
Shuxia Lin
Zhiqiang Kou
Xin Geng
FedML
130
1
0
15 Aug 2024
Adaptive Federated Learning Over the Air
Chenhao Wang
Zihan Chen
Nikolaos Pappas
Howard H. Yang
Tony Q.S. Quek
H. Vincent Poor
FedML
106
1
0
11 Mar 2024
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data
Zikai Xiao
Zihan Chen
Liyinglan Liu
Yang Feng
Jian Wu
Wanlu Liu
Qiufeng Wang
Howard H. Yang
Zuo-Qiang Liu
FedML
87
7
0
17 Jan 2024
Not all Minorities are Equal: Empty-Class-Aware Distillation for Heterogeneous Federated Learning
Kuangpu Guo
Yuhe Ding
Jian Liang
Ran He
Zilei Wang
Tieniu Tan
FedML
98
4
0
04 Jan 2024
Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax
Yu Li
Tao Wang
Bingyi Kang
Sheng Tang
Chunfeng Wang
Jintao Li
Jiashi Feng
166
267
0
18 Jun 2020
1