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Knowledge-aware Text-Image Retrieval for Remote Sensing Images
For this reason, as a matching-based task, cross-modal text-image retrieval often suffers from information asymmetry between texts and images.
ConVQG: Contrastive Visual Question Generation with Multimodal Guidance
However, generating focused questions using textual constraints while enforcing a high relevance to the image content remains a challenge, as VQG systems often ignore one or both forms of grounding.
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