Deconfounded visual grounding
We focus on the confounding bias between language and location in the visual grounding pipeline, where we find that the bias is the major visual reasoning bottleneck. For example, the grounding process is usually a trivial languagelocation association without visual reasoning, e.g., grounding any la...
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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2022
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/7484 https://ink.library.smu.edu.sg/context/sis_research/article/8487/viewcontent/19983_Article_Text_23996_1_2_20220628.pdf |
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| Institution: | Singapore Management University |
| Language: | English |