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FedBN: Federated Learning on Non-IID Features via Local Batch
  Normalization
v1v2 (latest)

FedBN: Federated Learning on Non-IID Features via Local Batch Normalization

International Conference on Learning Representations (ICLR), 2021
15 February 2021
Xiaoxiao Li
Meirui Jiang
Xiaofei Zhang
Michael Kamp
Qi Dou
    OODFedML
ArXiv (abs)PDFHTMLGithub (254★)

Papers citing "FedBN: Federated Learning on Non-IID Features via Local Batch Normalization"

50 / 466 papers shown
FedAPA: Federated Learning with Adaptive Prototype Aggregation Toward Heterogeneous Wi-Fi CSI-based Crowd Counting
FedAPA: Federated Learning with Adaptive Prototype Aggregation Toward Heterogeneous Wi-Fi CSI-based Crowd Counting
Jingtao Guo
Yuyi Mao
I. W. Ho
269
0
0
26 Nov 2025
Personalized Federated Segmentation with Shared Feature Aggregation and Boundary-Focused Calibration
Personalized Federated Segmentation with Shared Feature Aggregation and Boundary-Focused Calibration
Ishmam Tashdeed
Md. Atiqur Rahman
Sabrina Islam
Md. Azam Hossain
FedML
296
0
0
24 Nov 2025
FLClear: Visually Verifiable Multi-Client Watermarking for Federated Learning
FLClear: Visually Verifiable Multi-Client Watermarking for Federated Learning
Chen Gu
Yingying Sun
Yifan She
Donghui Hu
FedML
370
0
0
16 Nov 2025
A Closer Look at Personalized Fine-Tuning in Heterogeneous Federated Learning
A Closer Look at Personalized Fine-Tuning in Heterogeneous Federated Learning
Minghui Chen
Hrad Ghoukasian
Ruinan Jin
Zehua Wang
Sai Praneeth Karimireddy
Xiaoxiao Li
204
0
0
16 Nov 2025
FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification
FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification
Cheng-Chang Tsai
Kai-Wen Cheng
Chun-Shien Lu
OODFedML
349
0
0
15 Nov 2025
MedFedPure: A Medical Federated Framework with MAE-based Detection and Diffusion Purification for Inference-Time Attacks
MedFedPure: A Medical Federated Framework with MAE-based Detection and Diffusion Purification for Inference-Time Attacks
Mohammad Karami
Mohammad Reza Nemati
Aidin Kazemi
Ali Mikaeili Barzili
Hamid Azadegan
Behzad Moshiri
MedIm
364
0
0
07 Nov 2025
FedOnco-Bench: A Reproducible Benchmark for Privacy-Aware Federated Tumor Segmentation with Synthetic CT Data
FedOnco-Bench: A Reproducible Benchmark for Privacy-Aware Federated Tumor Segmentation with Synthetic CT DataInternational Conference on Innovative Mechanisms for Industry Applications (ICIMIA), 2025
Viswa Chaitanya Marella
Suhasnadh Reddy Veluru
Sai Teja Erukude
FedML
110
0
0
02 Nov 2025
UnifiedFL: A Dynamic Unified Learning Framework for Equitable Federation
UnifiedFL: A Dynamic Unified Learning Framework for Equitable Federation
Furkan Pala
I. Rekik
FedML
395
0
0
30 Oct 2025
Prompt Estimation from Prototypes for Federated Prompt Tuning of Vision Transformers
Prompt Estimation from Prototypes for Federated Prompt Tuning of Vision Transformers
M Yashwanth
Sharannya Ghosh
Aditay Tripathi
Anirban Chakraborty
VPVLMVLM
584
0
0
29 Oct 2025
Exploring Federated Learning for Thermal Urban Feature Segmentation -- A Comparison of Centralized and Decentralized Approaches
Exploring Federated Learning for Thermal Urban Feature Segmentation -- A Comparison of Centralized and Decentralized ApproachesCommunication Systems and Applications (CSA), 2025
Leonhard Duda
Khadijeh Alibabaei
Elena Vollmer
Leon Klug
Valentin Kozlov
...
Markus Gotz
Judith Sáinz-Pardo Díaz
Álvaro López García
Frank Schultmann
Achim Streit
FedML
485
0
0
28 Oct 2025
SGFusion: Stochastic Geographic Gradient Fusion in Federated Learning
SGFusion: Stochastic Geographic Gradient Fusion in Federated Learning
K. Nguyen
Khang Tran
Nhathai Phan
Cristian Borcea
R. Jin
Issa M. Khalil
FedML
393
0
0
27 Oct 2025
FedL2T: Personalized Federated Learning with Two-Teacher Distillation for Seizure Prediction
FedL2T: Personalized Federated Learning with Two-Teacher Distillation for Seizure Prediction
Jionghao Lou
Jian Zhang
Zhongmei Li
Lanlan Chen
Enbo Feng
FedML
163
0
0
10 Oct 2025
Reconquering Bell sampling on qudits: stabilizer learning and testing, quantum pseudorandomness bounds, and more
Reconquering Bell sampling on qudits: stabilizer learning and testing, quantum pseudorandomness bounds, and more
J. Allcock
Joao F. Doriguello
Gábor Ivanyos
M. Santha
272
3
0
08 Oct 2025
Federated Unlearning in the Wild: Rethinking Fairness and Data Discrepancy
Federated Unlearning in the Wild: Rethinking Fairness and Data Discrepancy
Z. Huang
Di Wu
Jun Bai
Jiale Zhang
Sicong Cao
J. Zhang
Yingjie Hu
MU
201
0
0
08 Oct 2025
Personalized federated prototype learning in mixed heterogeneous data scenarios
Personalized federated prototype learning in mixed heterogeneous data scenarios
Jiahao Zeng
Wolong Xing
Liangtao Shi
Xin Huang
Jialin Wang
Zhile Cao
Zhenkui Shi
FedML
178
0
0
04 Oct 2025
Technical note on Fisher Information for Robust Federated Cross-Validation
Technical note on Fisher Information for Robust Federated Cross-Validation
Behraj Khan
T. Syed
FedML
201
0
0
04 Oct 2025
Adversarial Versus Federated: An Adversarial Learning based Multi-Modality Cross-Domain Federated Medical Segmentation
Adversarial Versus Federated: An Adversarial Learning based Multi-Modality Cross-Domain Federated Medical Segmentation
You Zhou
Lijiang Chen
Shuchang Lyu
Guangxia Cui
Wenpei Bai
Zheng Zhou
Meng Li
Guangliang Cheng
Huiyu Zhou
Qi Zhao
OODFedMLMedIm
123
0
0
28 Sep 2025
Beyond Aggregation: Guiding Clients in Heterogeneous Federated Learning
Beyond Aggregation: Guiding Clients in Heterogeneous Federated Learning
Zijian Wang
Xiaofei Zhang
Xin Zhang
Y. Liu
Qiong Zhang
FedML
180
0
0
27 Sep 2025
C^2Prompt: Class-aware Client Knowledge Interaction for Federated Continual Learning
C^2Prompt: Class-aware Client Knowledge Interaction for Federated Continual Learning
Kunlun Xu
Yibo Feng
Jiangmeng Li
Yongsheng Qi
Jiahuan Zhou
CLLVLM
241
1
0
24 Sep 2025
OmniFed: A Modular Framework for Configurable Federated Learning from Edge to HPC
OmniFed: A Modular Framework for Configurable Federated Learning from Edge to HPC
Sahil Tyagi
Andrei Cozma
Olivera Kotevska
Feiyi Wang
FedML
266
3
0
23 Sep 2025
pFedSAM: Personalized Federated Learning of Segment Anything Model for Medical Image Segmentation
pFedSAM: Personalized Federated Learning of Segment Anything Model for Medical Image Segmentation
Tong Wang
Xingyue Zhao
Linghao Zhuang
Haoyu Zhao
Jiayi Yin
Yuyang He
Gang Yu
Bo Lin
FedMLMedIm
137
0
0
19 Sep 2025
On the Out-of-Distribution Backdoor Attack for Federated Learning
On the Out-of-Distribution Backdoor Attack for Federated Learning
Jiahao Xu
Zikai Zhang
Rui Hu
OODDAAML
313
1
0
16 Sep 2025
Enhancing Gradient Variance and Differential Privacy in Quantum Federated Learning
Enhancing Gradient Variance and Differential Privacy in Quantum Federated Learning
Duc-Thien Phan
Minh-Duong Nguyen
Quoc-Viet Pham
Huilong Pi
FedML
138
2
0
04 Sep 2025
Federated Learning for Large Models in Medical Imaging: A Comprehensive Review
Federated Learning for Large Models in Medical Imaging: A Comprehensive Review
Mengyu Sun
Ziyuan Yang
Yongqiang Huang
Hui Yu
Yingyu Chen
Shuren Qi
Andrew Beng Jin Teoh
Yi Zhang
FedML
183
4
0
28 Aug 2025
Closer to Reality: Practical Semi-Supervised Federated Learning for Foundation Model Adaptation
Closer to Reality: Practical Semi-Supervised Federated Learning for Foundation Model Adaptation
Guangyu Sun
Jingtao Li
Weiming Zhuang
Chen Chen
C. L. Philip Chen
Lingjuan Lyu
181
0
0
22 Aug 2025
Widening the Network Mitigates the Impact of Data Heterogeneity on FedAvg
Widening the Network Mitigates the Impact of Data Heterogeneity on FedAvg
Like Jian
Dong Liu
FedML
145
0
0
18 Aug 2025
Generalizable Federated Learning using Client Adaptive Focal Modulation
Generalizable Federated Learning using Client Adaptive Focal Modulation
Tajamul Ashraf
Iqra Altaf Gillani
FedML
175
0
0
14 Aug 2025
Benchmarking Federated Learning for Throughput Prediction in 5G Live Streaming Applications
Benchmarking Federated Learning for Throughput Prediction in 5G Live Streaming Applications
Yuvraj Dutta
S. Chatterjee
Sandip Chakraborty
Basabdatta Palit
AI4TS
237
2
0
11 Aug 2025
FedMP: Tackling Medical Feature Heterogeneity in Federated Learning from a Manifold Perspective
FedMP: Tackling Medical Feature Heterogeneity in Federated Learning from a Manifold Perspective
Zhekai Zhou
Shudong Liu
Zhaokun Zhou
Yang Liu
Qiang Yang
Yuesheng Zhu
Guibo Luo
155
0
0
07 Aug 2025
FeDaL: Federated Dataset Learning for General Time Series Foundation Models
FeDaL: Federated Dataset Learning for General Time Series Foundation Models
Shengchao Chen
Guodong Long
Jing Jiang
Jing Jiang
FedMLDDAI4TSAI4CETTA
268
0
0
06 Aug 2025
Hypernetworks for Model-Heterogeneous Personalized Federated Learning
Hypernetworks for Model-Heterogeneous Personalized Federated Learning
Chen Zhang
Husheng Li
Xiang Liu
Linshan Jiang
Danxin Wang
FedML
234
0
0
30 Jul 2025
AnalogFed: Federated Discovery of Analog Circuit Topologies with Generative AI
AnalogFed: Federated Discovery of Analog Circuit Topologies with Generative AI
Qiufeng Li
Shu Hong
Jian Gao
Xuan Zhang
Tian Lan
Weidong Cao
257
5
0
20 Jul 2025
pFedMMA: Personalized Federated Fine-Tuning with Multi-Modal Adapter for Vision-Language Models
pFedMMA: Personalized Federated Fine-Tuning with Multi-Modal Adapter for Vision-Language Models
Sajjad Ghiasvand
Mahnoosh Alizadeh
Ramtin Pedarsani
VLM
375
1
0
07 Jul 2025
Spatio-Temporal Representation Decoupling and Enhancement for Federated Instrument Segmentation in Surgical Videos
Spatio-Temporal Representation Decoupling and Enhancement for Federated Instrument Segmentation in Surgical Videos
Zheng Fang
Xiaoming Qi
Chun-Mei Feng
Jialun Pei
Weixin Si
Yueming Jin
FedML
331
3
0
30 Jun 2025
Whom to Trust? Adaptive Collaboration in Personalized Federated Learning
Whom to Trust? Adaptive Collaboration in Personalized Federated Learning
Amr Abourayya
Jens Kleesiek
Bharat Rao
Michael Kamp
FedML
422
0
0
30 Jun 2025
Shift Happens: Mixture of Experts based Continual Adaptation in Federated Learning
Shift Happens: Mixture of Experts based Continual Adaptation in Federated Learning
R. Bhope
K.R. Jayaram
Praveen Venkateswaran
N. Venkatasubramanian
OOD
306
2
0
23 Jun 2025
Event-Driven Online Vertical Federated Learning
Event-Driven Online Vertical Federated LearningInternational Conference on Learning Representations (ICLR), 2025
Ganyu Wang
Boyu Wang
Bin Gu
Charles Ling
281
1
0
17 Jun 2025
AFBS:Buffer Gradient Selection in Semi-asynchronous Federated Learning
AFBS:Buffer Gradient Selection in Semi-asynchronous Federated Learning
Chaoyi Lu
Yiding Sun
Jinqian Chen
Zhichuan Yang
Jiangming Pan
Jihua Zhu
271
2
0
15 Jun 2025
Communication Efficient Adaptive Model-Driven Quantum Federated Learning
Communication Efficient Adaptive Model-Driven Quantum Federated Learning
Dev Gurung
Mengyue Deng
FedML
244
1
0
05 Jun 2025
Addressing the Collaboration Dilemma in Low-Data Federated Learning via Transient Sparsity
Addressing the Collaboration Dilemma in Low-Data Federated Learning via Transient Sparsity
Q. Xiao
Boqian Wu
Andrey Poddubnyy
Elena Mocanu
Phuong H. Nguyen
Mykola Pechenizkiy
Decebal Constantin Mocanu
FedML
345
0
0
01 Jun 2025
An Empirical Study of Federated Prompt Learning for Vision Language Model
An Empirical Study of Federated Prompt Learning for Vision Language ModelInternational Joint Conference on Artificial Intelligence (IJCAI), 2024
Zhihao Wang
Wenke Huang
Tian Chen
Zekun Shi
Guancheng Wan
Yu Qiao
Bin Yang
Jian Wang
Bing Li
Mang Ye
FedMLVLM
356
2
0
29 May 2025
Hybrid Batch Normalisation: Resolving the Dilemma of Batch Normalisation in Federated Learning
Hongyao Chen
Tianyang Xu
Xiaojun Wu
Josef Kittler
FedML
359
0
0
28 May 2025
Unified Alignment Protocol: Making Sense of the Unlabeled Data in New Domains
Unified Alignment Protocol: Making Sense of the Unlabeled Data in New Domains
Sabbir Ahmed
Mamshad Nayeem Rizve
Abdullah Al Arafat
Jacqueline T. Liu
Rahim Hossain
Mohaiminul Al Nahian
Adnan Siraj Rakin
FedML
234
0
0
27 May 2025
Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms
Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms
Yuanzhe Peng
Jieming Bian
Lei Wang
Yin Huang
Jie Xu
270
2
0
27 May 2025
Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments
Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments
Junming Liu
Yanting Gao
Siyuan Meng
Yifei Sun
Aoqi Wu
Yufei Jin
Yirong Chen
Botian Shi
Guosun Zeng
306
3
0
26 May 2025
Avoid Forgetting by Preserving Global Knowledge Gradients in Federated Learning with Non-IID Data
Avoid Forgetting by Preserving Global Knowledge Gradients in Federated Learning with Non-IID Data
Abhijit Chunduru
Majid Morafah
Mahdi Morafah
Vishnu Pandi Chellapandi
Ang Li
FedML
458
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0
26 May 2025
Ranking-Based At-Risk Student Prediction Using Federated Learning and Differential Features
Ranking-Based At-Risk Student Prediction Using Federated Learning and Differential FeaturesEducational Data Mining (EDM), 2025
Shunsuke Yoneda
Valdemar Švábenský
Gen Li
Daisuke Deguchi
Atsushi Shimada
435
4
0
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Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence
Yu Qiao
Huy Q. Le
Avi Deb Raha
Phuong-Nam Tran
Apurba Adhikary
Mengchun Zhang
Loc X. Nguyen
Eui-nam Huh
Zhu Han
Choong Seon Hong
AI4CE
460
7
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Lazy But Effective: Collaborative Personalized Federated Learning with Heterogeneous Data
Lazy But Effective: Collaborative Personalized Federated Learning with Heterogeneous Data
Ljubomir Rokvic
Panayiotis Danassis
Boi Faltings
FedML
508
1
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Privacy Preserving Machine Learning Model Personalization through Federated Personalized Learning
Privacy Preserving Machine Learning Model Personalization through Federated Personalized Learning
Md. Tanzib Hosain
Asif Zaman
Md. Shahriar Sajid
Shadman Sakeeb Khan
Shanjida Akter
309
12
0
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