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Re:The state of Computer Vision and AI: we are really, reall... by balakk on Thursday May 07, 2015 @09:50AM (#9504985)
In fact, this blog author had published a paper pretty recently on scene understanding.

http://cs.stanford.edu/people/karpathy/deepimagesent/

This got a lot of press:

http://www.nytimes.com/2014/11/18/science/researchers-announ...

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