G2D trains a domain discriminator on synthetic data to route test samples to domain-specific experts, outperforming generative replay on several continual learning benchmarks.
Synthetic data in machine learning for medicine and healthcare.Nature Biomedical Engineering, 5 (6):493–497, 2021
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Expert Routing with Synthetic Data for Continual Learning
G2D trains a domain discriminator on synthetic data to route test samples to domain-specific experts, outperforming generative replay on several continual learning benchmarks.