JiahuaDong / LGA
[TPAMI 2023] No One Left Behind: Real-World Federated Class-Incremental Learning
☆28Updated last year
Alternatives and similar repositories for LGA:
Users that are interested in LGA are comparing it to the libraries listed below
- [CVPR-2024] Text-Enhanced Data-free Approach for Federated Class-Incremental Learning☆12Updated 4 months ago
- ☆18Updated 2 years ago
- ☆10Updated last year
- This is the code for "TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation" (ICCV 2023)☆39Updated last year
- Benchmark for federated noisy label learning☆23Updated 8 months ago
- ☆9Updated last year
- Benchmark for Hetergeneous Federated Learning by MARS Group at the Wuhan University, led by Prof. Mang Ye.☆18Updated last year
- PyTorch implementation of "PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning"☆14Updated 7 months ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆38Updated last year
- [KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective …☆26Updated 2 years ago
- [CVPR2023] Federated Incremental Semantic Segmentation☆36Updated last year
- This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.☆110Updated last year
- Code for ICLR 2023 Paper Better Generative Replay for Continual Federated Learning☆28Updated 2 years ago
- ICLR 2023 - FedFA: Federated Feature Augmentation☆56Updated 2 years ago
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆54Updated last year
- ☆19Updated last year
- ☆11Updated 11 months ago
- ☆29Updated 2 years ago
- [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm☆42Updated 3 months ago
- The code repository for "Co-Transport for Class-Incremental Learning" (ACM MM'21) in PyTorch.☆12Updated 3 years ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆86Updated last year
- FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion (NeurIPS 2024 Spotlight)☆12Updated last month
- [ICCV 2023] Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning☆24Updated 4 months ago
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆20Updated 11 months ago
- ☆21Updated 3 years ago
- Label-Noise Learning with Intrinsically Long-Tailed Data(ICCV2023)☆20Updated last year
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆101Updated 4 months ago
- code for paper "Towards Unbiased Training in Federated Open-world Semi-supervised Learning"☆17Updated last year
- Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)☆33Updated last year
- ☆13Updated last year