96 citations · 464 across the 34 of their papers we have counts for
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cs.CV2015★ 96 cited
Explicit Knowledge-based Reasoning for Visual Question Answering
Peng Wang, Qi Wu, Chunhua Shen +2
We describe a method for visual question answering which is capable of reasoning about contents of an image on the basis of information extracted from a large-scale knowledge base.…
cs.CV2015★ 47 cited
Ask Me Anything: Free-form Visual Question Answering Based on Knowledge from External Sources
Qi Wu, Peng Wang, Chunhua Shen +2
We propose a method for visual question answering which combines an internal representation of the content of an image with information extracted from a general knowledge base to a…
cs.CV2015★ 33 cited
What value do explicit high level concepts have in vision to language problems?
Qi Wu, Chunhua Shen, Lingqiao Liu +2
Much of the recent progress in Vision-to-Language (V2L) problems has been achieved through a combination of Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs…