Text-Based Image Captioning Enhanced by Retrieval and Gap Correction

This research explores innovative methods for image captioning using text-only training, which could significantly reduce reliance on paired image-text datasets. The paper's focus on retrieval augmentation and modality gap correction suggests potential improvements in captioning accuracy and robustness.