Question type-aware debiasing for test-time visual question answering model adaptation

In Visual Question Answering (VQA), addressing language prior bias, where models excessively rely on superficial correlations between questions and answers, is crucial. This issue becomes more pronounced in real-world applications with diverse domains and varied question-answer distributions during...

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Main Authors: LIU, Jin, XIE, Jialong, ZHOU, Fengyu, HE, Shengfeng
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
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Online Access:https://ink.library.smu.edu.sg/sis_research/9804
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Institution: Singapore Management University
Language: English

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