Adaptive^2 learns latent domain assignments with VQ-VAE and uses them to route inputs through shared and domain-specific networks, outperforming hand-crafted domain baselines in ad CTR prediction.
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Adaptive$^2$: Adaptive Domain Mining for Fine-grained Domain Adaptation Modeling
Adaptive^2 learns latent domain assignments with VQ-VAE and uses them to route inputs through shared and domain-specific networks, outperforming hand-crafted domain baselines in ad CTR prediction.