FedML-AI / FedCVLinks
FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks
☆67Updated last year
Alternatives and similar repositories for FedCV
Users that are interested in FedCV are comparing it to the libraries listed below
Sorting:
- A Python library for rapid prototyping, experimenting, and logging of federated learning using state-of-the-art models and datasets. Buil…☆42Updated last year
- A holistic framework for promoting high diversity ensemble learning.☆14Updated last year
- IJCAI 2021, "Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation"☆42Updated 2 years ago
- Contains notebooks for the PAR tutorial at CVPR 2021.☆36Updated 4 years ago
- Code for Active Mixup in 2020 CVPR☆23Updated 3 years ago
- PRIME: A Few Primitives Can Boost Robustness to Common Corruptions☆42Updated 2 years ago
- This is the official impelementation of "FVSSL Algorithm"☆25Updated last year
- Contains code for the paper "Vision Transformers are Robust Learners" (AAAI 2022).☆122Updated 2 years ago
- Federated learning with text DNNs for DATA 591 at University of Washington.☆16Updated 2 years ago
- Official PyTorch implementation of “Flexible Dataset Distillation: Learn Labels Instead of Images”☆42Updated 4 years ago
- ZSKD with PyTorch☆31Updated 2 years ago
- InstaHide: Instance-hiding Schemes for Private Distributed Learning☆50Updated 5 years ago
- This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip…☆79Updated 3 years ago
- ☆96Updated 4 years ago
- PyTorch, PyTorch Lightning framework for trying knowledge distillation in image classification problems☆32Updated last year
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 3 years ago
- [ICLR 2021 Spotlight Oral] "Undistillable: Making A Nasty Teacher That CANNOT teach students", Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Che…☆82Updated 3 years ago
- Soft-Label Dataset Distillation and Text Dataset Distillation☆74Updated 2 years ago
- [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
- Tiny ImageNet Classification Exercise with PyTorch☆16Updated 4 years ago
- GradCAM Pytorch☆28Updated last year
- ☆15Updated last year
- Code for "Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources". (IC…☆38Updated 4 years ago
- Temporary Discriminator GAN☆14Updated 5 years ago
- This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint…☆81Updated 3 years ago
- Self-Distillation with weighted ground-truth targets; ResNet and Kernel Ridge Regression☆19Updated 4 years ago
- Image classification on Tiny ImageNet☆74Updated 2 years ago
- A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings☆46Updated this week
- FedNAS: Federated Deep Learning via Neural Architecture Search☆54Updated 4 years ago
- A list of papers on Active Learning and Uncertainty Estimation for Neural Networks.☆66Updated 5 years ago