Enhancing visual grounding in vision-language pre-training with position-guided text prompts
Vision-Language Pre-Training (VLP) has demonstrated remarkable potential in aligning image and text pairs, paving the way for a wide range of cross-modal learning tasks. Nevertheless, we have observed that VLP models often fall short in terms of visual grounding and localization capabilities, which...
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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2024
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/8742 https://ink.library.smu.edu.sg/context/sis_research/article/9745/viewcontent/VisualGroundingVL_av.pdf |
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| Institution: | Singapore Management University |
| Language: | English |