Auto-encoding graphical inductive bias for descriptive image captioning

Xu Yang
Xu Yang
Hanwang Zhang
Hanwang Zhang

arXiv preprint arXiv:1812.02378, 2018.

Cited by: 2|Views22

Abstract:

We propose Scene Graph Auto-Encoder (SGAE) that incorporates the language inductive bias into the encoder-decoder image captioning framework for more human-like captions. Intuitively, we humans use the inductive bias to compose collocations and contextual inference in discourse. For example, when we see the relationperson on bike', it is ...More

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