Corpus ID: 53116049

Visual Semantic Navigation using Scene Priors

@article{Yang2019VisualSN,
  title={Visual Semantic Navigation using Scene Priors},
  author={Wei Yang and X. Wang and Ali Farhadi and A. Gupta and R. Mottaghi},
  journal={ArXiv},
  year={2019},
  volume={abs/1810.06543}
}
  • Wei Yang, X. Wang, +2 authors R. Mottaghi
  • Published 2019
  • Computer Science
  • ArXiv
  • How do humans navigate to target objects in novel scenes. [...] Key Method The agent uses the features from the knowledge graph to predict the actions. For evaluation, we use the AI2-THOR framework. Our experiments show how semantic knowledge improves performance significantly. More importantly, we show improvement in generalization to unseen scenes and/or objects. The supplementary video can be accessed at the following link: this https URL .Expand Abstract
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