Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects

@inproceedings{Bagherinezhad2016AreEB,
  title={Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects},
  author={Hessam Bagherinezhad and Hannaneh Hajishirzi and Yejin Choi and Ali Farhadi},
  booktitle={AAAI},
  year={2016}
}
Human vision greatly benefits from the information about sizes of objects. The role of size in several visual reasoning tasks has been thoroughly explored in human perception and cognition. However, the impact of the information about sizes of objects is yet to be determined in AI. We postulate that this is mainly attributed to the lack of a comprehensive repository of size information. In this paper, we introduce a method to automatically infer object sizes, leveraging visual and textual… CONTINUE READING

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