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Benchmarking Federated Learning for Semantic Datasets: Federated Scene Graph Generation

2024 · arXiv (Cornell University)

Federated learning (FL) enables decentralized training while preserving data privacy, yet existing FL benchmarks address relatively simple classification tasks, where each sample is annotated with a one-hot label. However, little attention has been paid to …