A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.
☆24May 18, 2022Updated 4 years ago
Alternatives and similar repositories for fedcon-pytorch
Users that are interested in fedcon-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint…☆81Apr 25, 2022Updated 4 years ago
- Benchmarking Semi-supervised Federated Learning☆54Aug 14, 2022Updated 4 years ago
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆44Apr 25, 2023Updated 3 years ago
- [ICML2022] ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training☆23Oct 17, 2022Updated 4 years ago
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆12Sep 3, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆61Sep 15, 2022Updated 4 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆80May 27, 2024Updated 2 years ago
- ☆10Dec 21, 2021Updated 4 years ago
- [ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.0022…☆40Jan 30, 2023Updated 3 years ago
- ☆28Jun 3, 2022Updated 4 years ago
- ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning☆41Oct 9, 2022Updated 4 years ago
- Towards model-agnostic federated learning using knowledge distillation, ICLR 2022☆10Mar 12, 2022Updated 4 years ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆49Jul 7, 2022Updated 4 years ago
- FedGH: Heterogeneous Federated Learning with Generalized Global Header (MM'23)☆16Aug 6, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆118Dec 29, 2024Updated last year
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training☆44Jul 19, 2023Updated 3 years ago
- An easy-to-use federated learning platform☆26Aug 23, 2023Updated 3 years ago
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆73Dec 9, 2024Updated last year
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆90Mar 22, 2022Updated 4 years ago
- This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.☆125Aug 7, 2023Updated 3 years ago
- A summay of existing works on vertical federated/split learning☆15Nov 28, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for ijcai-24 paper "Federated Adaptation for Foundation Model-based Recommendations"☆11Apr 18, 2025Updated last year
- FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning☆18Jun 2, 2022Updated 4 years ago
- ☆33Dec 9, 2021Updated 4 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆192May 26, 2022Updated 4 years ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆88Feb 7, 2024Updated 2 years ago
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Apr 28, 2025Updated last year
- A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.☆33May 19, 2022Updated 4 years ago
- ☆18Aug 5, 2024Updated 2 years ago
- The official implementation of paper "Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors…☆16Jun 14, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for ijcai-23 paper "Dual Personalization on Federated Recommendation"☆31Jul 28, 2024Updated 2 years ago
- ifedtree: tree-based federated learning for heterogeneous model harmonization (ICML 2022)☆14Mar 23, 2023Updated 3 years ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆28Mar 28, 2023Updated 3 years ago
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆57Aug 15, 2023Updated 3 years ago
- Federated Fairness-aware Recommendation☆14Sep 2, 2022Updated 4 years ago
- A pip library for calculating the Shapley Value for computing the marginal contribution of each client in a Federated Learning environmen…☆28Dec 10, 2023Updated 2 years ago
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆21Feb 21, 2022Updated 4 years ago