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 3 years ago
Alternatives and similar repositories for domainext:
Users that are interested in domainext are comparing it to the libraries listed below
- [TPAMI 2023] No One Left Behind: Real-World Federated Class-Incremental Learning☆26Updated last year
- Benchmark for federated noisy label learning☆22Updated 5 months ago
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆43Updated last year
- ICLR 2023 - FedFA: Federated Feature Augmentation☆55Updated last year
- Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)☆32Updated last year
- [KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective …☆26Updated last year
- ☆18Updated 2 years ago
- ☆28Updated 9 months ago
- code for paper "Towards Unbiased Training in Federated Open-world Semi-supervised Learning"☆15Updated last year
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆47Updated 2 years ago
- CVPR 2022: FedCorr: Multi-Stage Federated Learning for Label Noise Correction☆36Updated 11 months ago
- ☆19Updated 3 years ago
- Code for 'Robust Federated Learning with Noisy Labels'☆13Updated 3 years ago
- Label-Noise Learning with Intrinsically Long-Tailed Data（ICCV2023）☆18Updated last year
- ☆27Updated last year
- Code for the paper "Knowledge-Aware Federated Active Learning with Non-IID Data", ICCV2023☆11Updated last year
- The offical implement of ImbSAM (Imbalanced-SAM)☆23Updated 11 months ago
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆13Updated last year
- [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training☆36Updated last year
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆23Updated 8 months ago
- Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)☆36Updated 11 months ago
- [NeurIPS'23] FedL2P: Federated Learning to Personalize☆20Updated 7 months ago
- [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data☆12Updated 8 months ago
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆20Updated 2 years ago
- This is an official PyTorch implementation of the ICLR 2023 paper 《Free Lunch for Domain Adversarial Training: Environment Label Smoothin…☆57Updated 2 years ago
- The official implementation for the paper: "FedMLP: Federated Multi-Label Medical Image Classiffcation under Task Heterogeneity", which i…☆18Updated last month
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆19Updated 2 years ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆34Updated 10 months ago
- ☆10Updated last year
- FedUL: Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients☆33Updated last year