G2D trains a domain discriminator on synthetic data to route test samples to domain-specific experts, outperforming generative replay on several continual learning benchmarks.
Analysis of the isic image datasets: Usage, benchmarks and recommendations.Medical image analysis, 75:102305, 2022
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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.