228 citations · 870 across the 34 of their papers we have counts for
Showing 2015Show all
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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★ 8 cited
Efficient SDP Inference for Fully-connected CRFs Based on Low-rank Decomposition
Peng Wang, Chunhua Shen, Anton van den Hengel
Conditional Random Fields (CRF) have been widely used in a variety of computer vision tasks. Conventional CRFs typically define edges on neighboring image pixels, resulting in a sp…