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1. IDEAL IDEAL Public

   Forked from mala-lab/IDEAL

   [NeurIPS 2026] Beyond Normal References: Discriminative Few-Shot Anomaly Detection

   Python

2. F2DC F2DC Public

   Forked from mala-lab/F2DC

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

   Python

3. FedHPro FedHPro Public

   Forked from mala-lab/FedHPro

   [ICML 2026] FedHPro: Federated Hyper-Prototype Learning via Gradient Matching

   Python

4. FedDifRC FedDifRC Public

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

   Python 4 2

5. ProMEDR ProMEDR Public

   [AAAI 2026 Oral] Learning Generalized Knowledge via Prompt-Driven Matching and Emulating

   Python 2

6. FedSC FedSC Public

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

   Python 4 2