CTR-Driven Advertising Image Generation with Multimodal Large Language Models

This paper proposes CAIG, a novel method for generating high-CTR advertising images using multimodal large language models, combining reinforcement learning and preference optimization to align generated content with product features.

CTR predictionMultimodal Large Language ModelsPreference Optimization

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CTR-Driven Advertising Image Generation with Multimodal Large Language Models