A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning

Author:

Kamath Aishwarya1,Anderson Peter2,Wang Su2,Koh Jing Yu3,Ku Alexander2,Waters Austin2,Yang Yinfei4,Baldridge Jason2,Parekh Zarana2

Affiliation:

1. New York University

2. Google Research

3. Carnegie Mellon University

4. Apple

Publisher

IEEE

Reference73 articles.

1. BERT: Pretraining of deep bidirectional transformers for language understanding;devlin;NAACL-HLT,0

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3. PaLI: A jointly-scaled multilingual language-image model;chen;ArXiv Preprint,2022

4. Neural Machine Translation of Rare Words with Subword Units

5. Speaker-follower models for vision-and-language navigation;fried;NeurIPS,0

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