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1. F2DC F2DC Public

   [CVPR 2026] Domain-Skewed Federated Learning with Feature Decoupling and Calibration

   Python 1

2. FedDifRC FedDifRC Public

   [ICCV 2025] FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning

   Python 4 2

3. ProMEDR ProMEDR Public

   [AAAI 2026] Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating

   Python

4. FedSC FedSC Public

   [KDD 2025] FedSC: Federated Learning with Semantic-Aware Collaboration

   Python 4 1

5. CoMoDP CoMoDP Public

   [TMM 2025] Dual Visual Prompting with Context-Modulated Diffusion Prompts

   Python

6. FedSKC FedSKC Public

   [ICWS 2025] FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration

   Python 2 1