TOUCHDOWN: Natural Language Navigation and Spatial Reasoning in Visual Street Environments

We study the problem of jointly reasoning about language and vision through a navigation and spatial reasoning task. We introduce the Touchdown task and dataset, where an agent must first follow navigation instructions in a Street View environment to a goal position, and then guess a location in its...

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Vydané v:	Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) s. 12530 - 12539
Hlavní autori:	Chen, Howard, Suhr, Alane, Misra, Dipendra, Snavely, Noah, Artzi, Yoav
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.06.2019
Predmet:	Cognition Data collection Datasets and Evaluation Linguistics Navigation Spatial databases Urban areas Vision + Language Visual Reasoning Visualization
ISSN:	1063-6919
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