Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction

  title={Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction},
  author={Roei Herzig and Moshiko Raboh and Gal Chechik and Jonathan Berant and Amir Globerson},
Machine understanding of complex images is a key goal of artificial intelligence. One challenge underlying this task is that visual scenes contain multiple interrelated objects, and that global context plays an important role in interpreting the scene. A natural modeling framework for capturing such effects is structured prediction, which optimizes over complex labels, while modeling within-label interactions. However, it is unclear what principles should guide the design of a structured… CONTINUE READING
Recent Discussions
This paper has been referenced on Twitter 1 time over the past 90 days. VIEW TWEETS

From This Paper

Figures and tables from this paper.

Similar Papers

Loading similar papers…