Abstract: High-quality image captions play a crucial role in improving the performance of cross-modal applications such as text-to-image generation, text-to-video generation, and text-image retrieval.

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Abstract: The key challenge in few-shot image classification lies in effectively utilizing multi-modal prior knowledge to overcome the representation bottleneck caused by limited samples. This paper ...