NVlabs / PerAdaLinks
Repo for the paper: PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees (CVPR 2024)
☆19Updated last year
Alternatives and similar repositories for PerAda
Users that are interested in PerAda are comparing it to the libraries listed below
Sorting:
- [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …☆13Updated 2 years ago
- Repo to reproduce results for Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning☆25Updated 2 years ago
- ☆29Updated 3 years ago
- [ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.0022…☆40Updated 2 years ago
- Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.☆16Updated 2 years ago
- Benchmark for federated noisy label learning☆23Updated last year
- ☆20Updated 3 years ago
- [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction☆27Updated last year
- The official code for ICDM2023 paper: ' FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization'☆13Updated last year
- [KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective …☆26Updated 2 years ago
- Federated Learning - PyTorch☆14Updated 4 years ago
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆21Updated 3 years ago
- Compression primitives for uplink compression in Federated Learning that are compatible with Secure Aggregation.☆10Updated 3 years ago
- Model Fusion via Optimal Transport, NeurIPS 2020☆149Updated 2 years ago
- Federated Learning with Partial Model Personalization☆43Updated 3 years ago
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆53Updated 2 years ago
- Libraries for efficient and scalable group-structured dataset pipelines.☆25Updated 2 months ago
- Federated Learning Framework Benchmark (UniFed)☆49Updated 2 years ago
- Code for the paper "Pretrained Models for Multilingual Federated Learning" at NAACL 2022☆11Updated 3 years ago
- ☆28Updated last year
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆42Updated 2 years ago
- This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint…☆79Updated 3 years ago
- ☆18Updated 3 years ago
- ☆13Updated 3 years ago
- FedUL: Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients☆32Updated 2 years ago
- ☆15Updated 10 months ago
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆58Updated 2 years ago
- Official Repository for MocoSFL (accepted by ICLR '23, notable 5%)☆52Updated 2 years ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆84Updated last year
- (CVPR 2024) Communication-Efficient Federated Learning with Accelerated Client Gradient☆36Updated 2 weeks ago