MaXuSun / domainext
A PyTorch toolbox for domain adaptation, domain generalization, federated learning DA/DG, active learning DA/DG, ALDG and semi-supervised learning DA/DG.
☆8Updated 2 years ago
Related projects: ⓘ
- Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)☆29Updated last year
- ICLR 2023 - FedFA: Federated Feature Augmentation☆54Updated last year
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆42Updated last year
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆37Updated last year
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆45Updated 2 years ago
- ☆17Updated 3 years ago
- [TPAMI 2023] No One Left Behind: Real-World Federated Class-Incremental Learning☆23Updated 9 months ago
- ☆21Updated 4 months ago
- Benchmark for Hetergeneous Federated Learning by MARS Group at the Wuhan University, led by Prof. Mang Ye.☆15Updated last year
- Benchmark for federated noisy label learning☆18Updated 2 weeks ago
- CVPR 2022: FedCorr: Multi-Stage Federated Learning for Label Noise Correction☆35Updated 6 months ago
- The official implementation for the paper: "FedMLP: Federated Multi-Label Medical Image Classiffcation under Task Heterogeneity", which i…☆15Updated 2 months ago
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆82Updated last year
- code for paper "Towards Unbiased Training in Federated Open-world Semi-supervised Learning"☆11Updated last year
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆41Updated last year
- ☆12Updated this week
- ☆41Updated 2 years ago
- ☆25Updated last year
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆79Updated 2 years ago
- ☆15Updated 2 years ago
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆18Updated 2 years ago
- [KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective …☆26Updated last year
- Code for 'Robust Federated Learning with Noisy Labels'☆12Updated 3 years ago
- The code repository for "Co-Transport for Class-Incremental Learning" (ACM MM'21) in PyTorch.☆12Updated 2 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆36Updated last year
- [CVPR2023] Federated Incremental Semantic Segmentation☆32Updated 10 months ago
- Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)☆34Updated 6 months ago
- Label-Noise Learning with Intrinsically Long-Tailed Data（ICCV2023）☆13Updated 11 months ago
- This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.☆93Updated last year
- [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training☆33Updated last year