
December 17, 2021
Core Data Science at Facebook
Core Data Science at Facebook
Following a navigation instruction such as ‘Walk down the stairs and stop at the brown sofa’ requires embodied AI agents to ground referenced scene elements referenced (e.g. ‘stairs’) to visual content in the environment (pixels corresponding to ‘stairs’). We ask the following question – can we leverage abundant ‘disembodied’ web-scraped vision-and-language corpora (e.g. Conceptual Captions) to learn the visual groundings that improve performance on a relatively data-starved embodied perception task (Vision-and-Language Navigation)? (Read more)
December 17, 2021
Core Data Science at Facebook
December 17, 2021
Computational Social Science
December 17, 2021
Common Networks Deploys Terragraph to Serve Customers in California
December 17, 2021
ARCH: Animatable Reconstruction of Clothed Humans
December 17, 2021
World Effects Framework
December 17, 2021
Wish You Were Here: Context Aware Human Generation
December 17, 2021
What Makes Training Multi-Modal Networks Hard?
December 17, 2021
Using social media data to help measure smoke exposure
December 17, 2021
Using Data to Help Communities Recover and Rebuild