A single multi-task metric learning embedding trained on engagement and human-labeled data outperformed Pinterest's three specialized visual search embeddings in offline, human, and A/B evaluations.
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Learning a Unified Embedding for Visual Search at Pinterest
A single multi-task metric learning embedding trained on engagement and human-labeled data outperformed Pinterest's three specialized visual search embeddings in offline, human, and A/B evaluations.