Implementation of "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"
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Apr 18, 2023 - MATLAB
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federated-gan
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This repository explores federated deep generative models with PyTorch, featuring Conditional DCGAN, FedGAN v2, and custom synchronization strategies. It demonstrates client-server training with FedAvg, non-IID data splits, and GAN evaluation, providing a foundation for research in privacy-preserving generative modeling.
transformers pytorch differential-privacy edge-computing distributed-training federated-learning deep-generative-models federated-optimization privacy-preserving-ml diffusion-models secure-aggregation federated-gan non-iid-data federated-vae ml-reproducibility
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Oct 14, 2025 - Jupyter Notebook
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