COALA: A Practical and Vision-Centric Federated Learning Platform, accepted to ICML'24
☆119Nov 14, 2024Updated last year
Alternatives and similar repositories for COALA
Users that are interested in COALA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Memory-Economic Continual Test-Time Model Adaptation☆33Aug 29, 2023Updated 2 years ago
- Ranking Models in Unlabeled New Environments (iccv21)☆16Aug 21, 2021Updated 4 years ago
- Official Repository for MocoSFL (accepted by ICLR '23, notable 5%)☆53Mar 15, 2023Updated 3 years ago
- ☆22Sep 6, 2021Updated 4 years ago
- Query-Efficient Data-Free Learning from Black-Box Models☆23Mar 20, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code and results accompanying our paper titled Leveraging Unlabeled Data to Predict Out-of-Distribution Performance at ICLR 2022☆10Dec 8, 2022Updated 3 years ago
- Official repository for FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning (ICCV2023)☆20Dec 1, 2023Updated 2 years ago
- ☆13Jan 16, 2024Updated 2 years ago
- Federated Learning on object detection☆47Jul 18, 2023Updated 2 years ago
- This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".☆27Apr 28, 2024Updated last year
- PFLoRA-lib: Personalized Federated Learning with LoRA Algorithm Library focusing on privacy-protection, federated-learning, Citation, Ext…☆14Sep 19, 2024Updated last year
- ICLR 2023 - FedFA: Federated Feature Augmentation☆59Mar 28, 2023Updated 2 years ago
- ☆14Jan 16, 2024Updated 2 years ago
- code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"☆32Jun 16, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- CIFAR-10-Warehouse: Towards Broad and More Realistic Testbeds in Model Generalization Analysis☆18Jul 15, 2024Updated last year
- Source code of FedPrompt☆16May 4, 2022Updated 3 years ago
- An easy-to-use federated learning platform☆300Aug 23, 2023Updated 2 years ago
- Shepherd: A foundational framework enabling federated instruction tuning for large language models☆248Jul 7, 2023Updated 2 years ago
- ☆164Dec 23, 2022Updated 3 years ago
- A Chrome/Edge extension to help you quickly scan through the flood of daily ArXiv papers.☆15Mar 29, 2025Updated 11 months ago
- Federated Conformal Prediction with Quantile-of-Quantiles (FedCP-QQ)☆11Aug 16, 2023Updated 2 years ago
- ☆20Feb 11, 2024Updated 2 years ago
- [Official] NeurIPS 2023, "Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Approach for Object Detection"☆21Jan 3, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆27Mar 16, 2024Updated 2 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42May 21, 2021Updated 4 years ago
- FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles☆50May 19, 2025Updated 10 months ago
- ☆18Mar 12, 2024Updated 2 years ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆51Apr 3, 2024Updated last year
- Implementation of the ICLR 2025 paper "Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models"☆27Apr 2, 2025Updated 11 months ago
- FedGS: Federated Graph-based Sampling with Arbitrary Client Availability, arxiv.org/abs/2211.13975) was accepted by AAAI 2023 Conference.☆17Jan 4, 2023Updated 3 years ago
- Mobile Federated Learning development kit for FedCampus☆19Feb 3, 2024Updated 2 years ago
- [ICML2024] "FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees" by Jiaha…☆14Sep 22, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A pytorch implementation of the ICCV2021 workshop paper SimDis: Simple Distillation Baselines for Improving Small Self-supervised Models☆14Jul 15, 2021Updated 4 years ago
- Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)☆100Mar 30, 2023Updated 2 years ago
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆32Oct 10, 2022Updated 3 years ago
- Code for our CVPR-2021 paper on Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings.☆27Jan 6, 2022Updated 4 years ago
- Federated principal component analysis (FPCA) is my master thesis, which aims to adapt PCA in a federated learning setting. The technique…☆11Apr 5, 2024Updated last year
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆64Aug 28, 2023Updated 2 years ago
- Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)☆32May 31, 2023Updated 2 years ago