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Multi-modal Semantic Understanding with Contrastive Cross-modal Feature Alignment
Multi-modal semantic understanding requires integrating information from different modalities to extract users' real intention behind words.
Bidding Machine: Learning to Bid for Directly Optimizing Profits in Display Advertising
From the learning perspective, we show that the bidding machine can be updated smoothly with both offline periodical batch or online sequential training schemes.
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