A clustering-based process for creating federated learning benchmarks with controllable semantic heterogeneity, demonstrated on panoptic scene graph generation and CelebA.
Learning of visual relations: The devil is in the tails, in: Proceedings of the IEEE/CVFInternationalConferenceonComputerVision,pp.15404– 15413
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Benchmarking Federated Learning for Semantic Datasets: Federated Scene Graph Generation
A clustering-based process for creating federated learning benchmarks with controllable semantic heterogeneity, demonstrated on panoptic scene graph generation and CelebA.