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2103.04628
Cited By
Personalized Federated Learning using Hypernetworks
International Conference on Machine Learning (ICML), 2021
8 March 2021
Aviv Shamsian
Aviv Navon
Ethan Fetaya
Gal Chechik
FedML
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Papers citing
"Personalized Federated Learning using Hypernetworks"
40 / 190 papers shown
DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization
The Web Conference (WWW), 2022
Zheqi Lv
Wenqiao Zhang
Shengyu Zhang
Kun Kuang
Feng Wang
...
Ruihao Zhang
Tao Shen
Hongxia Yang
Bengchin Ooi
Leilei Gan
328
63
0
12 Sep 2022
Personalized Federated Learning with Communication Compression
El Houcine Bergou
Konstantin Burlachenko
Aritra Dutta
Peter Richtárik
FedML
238
10
0
12 Sep 2022
FedDAR: Federated Domain-Aware Representation Learning
International Conference on Learning Representations (ICLR), 2022
Aoxiao Zhong
Hao He
Tongzheng Ren
Na Li
Shijie Zhao
OOD
AI4CE
258
14
0
08 Sep 2022
FedMCSA: Personalized Federated Learning via Model Components Self-Attention
Neurocomputing (Neurocomputing), 2022
Qianling Guo
Yong Qi
Saiyu Qi
Di Wu
Qian Li
FedML
203
15
0
23 Aug 2022
Personalizing or Not: Dynamically Personalized Federated Learning with Incentives
Zichen Ma
Yu Lu
Wenye Li
Shuguang Cui
FedML
122
2
0
12 Aug 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
International Conference on Learning Representations (ICLR), 2022
Rinon Gal
Yuval Alaluf
Yuval Atzmon
Or Patashnik
Amit H. Bermano
Gal Chechik
Daniel Cohen-Or
523
2,449
0
02 Aug 2022
Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications
SIGKDD Explorations (SIGKDD Explor.), 2022
Xingbo Fu
Binchi Zhang
Yushun Dong
Chen Chen
Jundong Li
FedML
OOD
AI4CE
342
57
0
24 Jul 2022
GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation
IEEE Internet of Things Journal (IEEE IoT J.), 2022
Zhiwen Zhang
Hongjun Wang
Jiyuan Chen
Z. Fan
Xuan Song
Ryosuke Shibasaki
FedML
AI4TS
137
19
0
02 Jul 2022
FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification
International Conference on Learning Representations (ICLR), 2022
Aliaksandra Shysheya
J. Bronskill
Massimiliano Patacchiola
Sebastian Nowozin
Richard Turner
3DH
FedML
257
35
0
17 Jun 2022
On Privacy and Personalization in Cross-Silo Federated Learning
Neural Information Processing Systems (NeurIPS), 2022
Ziyu Liu
Shengyuan Hu
Zhiwei Steven Wu
Virginia Smith
FedML
305
70
0
16 Jun 2022
Anchor Sampling for Federated Learning with Partial Client Participation
International Conference on Machine Learning (ICML), 2022
Feijie Wu
Song Guo
Zhihao Qu
Shiqi He
Ziming Liu
Jing Gao
FedML
234
24
0
13 Jun 2022
Hypernetwork-based Personalized Federated Learning for Multi-Institutional CT Imaging
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Ziyuan Yang
Wenjun Xia
Zexin Lu
Yingyu Chen
Xiaoxia Li
Yi Zhang
FedML
OOD
236
46
0
08 Jun 2022
pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning
Neural Information Processing Systems (NeurIPS), 2022
Daoyuan Chen
Dawei Gao
Weirui Kuang
Yaliang Li
Bolin Ding
FedML
387
74
0
08 Jun 2022
An Optimal Transport Approach to Personalized Federated Learning
IEEE Journal on Selected Areas in Information Theory (JSAIT), 2022
Farzan Farnia
Amirhossein Reisizadeh
Ramtin Pedarsani
Ali Jadbabaie
OT
OOD
FedML
220
22
0
06 Jun 2022
Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints
Neural Information Processing Systems (NeurIPS), 2022
Xinmeng Huang
Dong-hwan Lee
Guang Cheng
Hamed Hassani
306
3
0
01 Jun 2022
DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training
International Conference on Machine Learning (ICML), 2022
Rong Dai
Li Shen
Fengxiang He
Xinmei Tian
Dacheng Tao
FedML
194
153
0
01 Jun 2022
Test-Time Robust Personalization for Federated Learning
International Conference on Learning Representations (ICLR), 2022
Liang Jiang
Tao Lin
FedML
OOD
TTA
352
54
0
22 May 2022
Layer-wised Model Aggregation for Personalized Federated Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Xiaosong Ma
Jie Zhang
Song Guo
Wenchao Xu
FedML
260
244
0
09 May 2022
Self-Aware Personalized Federated Learning
Neural Information Processing Systems (NeurIPS), 2022
Huili Chen
Jie Ding
Eric W. Tramel
Shuang Wu
Anit Kumar Sahu
Salman Avestimehr
Tao Zhang
FedML
151
34
0
17 Apr 2022
FederatedScope: A Flexible Federated Learning Platform for Heterogeneity
Proceedings of the VLDB Endowment (PVLDB), 2022
Yuexiang Xie
Zhen Wang
Dawei Gao
Daoyuan Chen
Liuyi Yao
Weirui Kuang
Yaliang Li
Bolin Ding
Jingren Zhou
FedML
488
110
0
11 Apr 2022
Example-based Hypernetworks for Out-of-Distribution Generalization
Tomer Volk
Eyal Ben-David
Ohad Amosy
Gal Chechik
Roi Reichart
OOD
291
21
0
27 Mar 2022
SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence
IEEE Internet of Things Journal (IEEE IoT J.), 2022
Arvin Tashakori
Wenwen Zhang
Z. Jane Wang
Peyman Servati
249
38
0
15 Mar 2022
Personalized Federated Learning With Graph
Fengwen Chen
Guodong Long
Zonghan Wu
Tianyi Zhou
Jing Jiang
FedML
366
65
0
02 Mar 2022
Personalized Federated Learning with Exact Stochastic Gradient Descent
Sotirios Nikoloutsopoulos
I. Koutsopoulos
Michalis K. Titsias
FedML
302
9
0
20 Feb 2022
On the Convergence of Clustered Federated Learning
Ma Jie
Guodong Long
Wanrong Zhu
Jing Jiang
Chengqi Zhang
FedML
283
62
0
13 Feb 2022
A Coalition Formation Game Approach for Personalized Federated Learning
Leijie Wu
Song Guo
Yao-Xiang Ding
Yufeng Zhan
Jie Zhang
FedML
104
8
0
05 Feb 2022
Factorized-FL: Agnostic Personalized Federated Learning with Kernel Factorization & Similarity Matching
Wonyong Jeong
Sung Ju Hwang
FedML
166
4
0
01 Feb 2022
Federated Learning with Heterogeneous Architectures using Graph HyperNetworks
Or Litany
Haggai Maron
David Acuna
Jan Kautz
Gal Chechik
Sanja Fidler
FedML
215
30
0
20 Jan 2022
How to Backdoor HyperNetwork in Personalized Federated Learning?
Phung Lai
Nhathai Phan
Issa M. Khalil
Abdallah Khreishah
Xintao Wu
AAML
FedML
199
0
0
18 Jan 2022
SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Clients in Federated Learning
International Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2021
Sixing Yu
P. Nguyen
Waqwoya Abebe
Wei Qian
Ali Anwar
Ali Jannesari
FedML
294
26
0
29 Nov 2021
Personalized Federated Learning through Local Memorization
Othmane Marfoq
Giovanni Neglia
Laetitia Kameni
Richard Vidal
FedML
389
115
0
17 Nov 2021
On-Demand Unlabeled Personalized Federated Learning
Ohad Amosy
G. Eyal
Gal Chechik
FedML
207
3
0
16 Nov 2021
Parameterized Knowledge Transfer for Personalized Federated Learning
Neural Information Processing Systems (NeurIPS), 2021
Jie Zhang
Song Guo
Xiaosong Ma
Yining Qi
Wencao Xu
Feijie Wu
277
226
0
04 Nov 2021
Federated Multi-Task Learning under a Mixture of Distributions
Neural Information Processing Systems (NeurIPS), 2021
Othmane Marfoq
Giovanni Neglia
A. Bellet
Laetitia Kameni
Richard Vidal
FedML
405
348
0
23 Aug 2021
Collaboration Equilibrium in Federated Learning
Sen Cui
Jian Liang
Weishen Pan
Kun Chen
Changshui Zhang
Fei Wang
FedML
201
32
0
18 Aug 2021
On Bridging Generic and Personalized Federated Learning for Image Classification
Hong-You Chen
Wei-Lun Chao
FedML
314
22
0
02 Jul 2021
Personalized Federated Learning with Gaussian Processes
Neural Information Processing Systems (NeurIPS), 2021
Idan Achituve
Aviv Shamsian
Aviv Navon
Gal Chechik
Ethan Fetaya
FedML
291
127
0
29 Jun 2021
FedBABU: Towards Enhanced Representation for Federated Image Classification
International Conference on Learning Representations (ICLR), 2021
Jaehoon Oh
Sangmook Kim
Se-Young Yun
FedML
364
291
0
04 Jun 2021
Coordinating Momenta for Cross-silo Federated Learning
AAAI Conference on Artificial Intelligence (AAAI), 2021
An Xu
Heng-Chiao Huang
FedML
148
24
0
08 Feb 2021
FedEval: A Holistic Evaluation Framework for Federated Learning
Di Chai
Leye Wang
Liu Yang
Junxue Zhang
Kai Chen
Qian Yang
FedML
273
15
0
19 Nov 2020
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