How do you expect this work to influence the fields of computer vision, NLP, etc. -- would it inspire new techniques?
First, I want people in computer vision and NLP to actually look at the data sets their algorithms apply to. Ask a physicist to tell you some facts about physical reality, and they will rattle off a lengthy list of concepts, like conservation of energy, isotropy of spacetime, Ohm's law, etc etc. As a vision scientist to tell you some things about visual reality, and my guess is they won't have much to say. Sure, a vision scientist can talk a lot about algorithms, machine learning techniques, feature sets, and other computational tools, but they can't tell ...
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