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1. Nousphera/AE-PSL Nousphera/AE-PSL Public

   Communication-efficient parallel split learning with aligned autoencoders.

   Python 2

2. Nousphera/SDAPT Nousphera/SDAPT Public

   Domain Adaptive Pretraining in Split Learning for Vision Foundation Models

   Python 1

3. Nousphera/FedCompress Nousphera/FedCompress Public

   Communication-efficient federated learning through adaptive weight clustering and server-side distillation.

   Python 1

4. Nousphera/DeltaMask Nousphera/DeltaMask Public

   Communication-efficient federated fine-tuning of vision foundation models through compressed binary masks.

   Python 1

5. Nousphera/FedLN Nousphera/FedLN Public

   Federated learning with noisy labels through label correction, distillation and noise-aware aggregation.

   Python 1

6. Nousphera/MaTU Nousphera/MaTU Public

   Many-task federated fine-tuning through unified task vectors.

   Python 1