We consider the visual sentiment task of mapping an image to an adjective\nnoun pair (ANP) such as "cute baby". To capture the two-factor structure of our\nANP semantics as well as to overcome annotation noise and ambiguity, we propose\na novel factorized CNN model which learns separate representati...
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