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term paper artificial intelligence
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To encourage development of models geared towards the latter, we propose a new setting for VQA where for every question type, train and test sets have different prior distributions of answers. First, we evaluate several existing VQA models under this new setting and show that their performance degrades significantly compared to the original VQA setting.
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