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rruisong/README.md

Hi there 👋

My name is Rui Song. I am currently a researcher at the Fraunhofer Institute for Transportation and Infrastructure Systems IVI (Fraunhofer IVI), and pursuing my Ph.D. degree at the Technical University of Munich (TUM).

  • 🔭 My primary research interests include federated learning, vehicular communication, cooperative perception, and cooperative intelligent transportation systems (C-ITS).
  • 😄 I am open to any potential collaboration opportunities with you.
  • 📫 Please feel free to get in touch with me at: rui.song[AT]ivi.fraunhofer.de

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  1. pytorch_federated_learning pytorch_federated_learning Public

    PyTorch Federated Learning (easy to use and extend)

    Python 223 28

  2. Awesome-Federated-Learning-for-Autonomous-Driving Awesome-Federated-Learning-for-Autonomous-Driving Public

    FedML for Autonomous Driving (AD), Intelligent Transportation Systems (ITS), Connected and Automated Vehicles (CAV)

    29 4

  3. ResFed ResFed Public

    Residual-based Federated Learning Framework

    Python 3

  4. FedBEVT FedBEVT Public

    Federated Learning for Bird's Eye View Perception Based on Multi-Camera Data

    Python 13 2

  5. FedD3 FedD3 Public

    FedD3: Federated Learning via Decentralized Dataset Distillation

    Python 21 2

  6. CoHFF CoHFF Public

    [CVPR 2024] Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles

    Python 24 1