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Douglas Summers-Stay

2 accepted papers

2017

Making the v in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering

CVPR 2017poster

Problems at the intersection of vision and language are of significant importance both as challenging research questions and for the rich set of applications they enable. However, inherent structure in our world and bias in our language tend to be a simpler signal for learning than visual modalities…

Cited by 3740PDFScholar
2016

Yin and Yang: Balancing and Answering Binary Visual Questions

CVPR 2016poster

The complex compositional structure of language makes problems at the intersection of vision and language challenging. But language also provides a strong prior that can result in good superficial performance, without the underlying models truly understanding the visual content. This can hinder pro…

Cited by 439PDFScholar