24 citations · 45 across the 8 of their papers we have counts for
3 papers · 1 filter
Habitat-Matterport 3D Semantics Dataset
Karmesh Yadav, Ram Ramrakhya, Santhosh Kumar Ramakrishnan +9
We present the Habitat-Matterport 3D Semantics (HM3DSEM) dataset. HM3DSEM is the largest dataset of 3D real-world spaces with densely annotated semantics that is currently availabl…
Offline Visual Representation Learning for Embodied Navigation
Karmesh Yadav, Ram Ramrakhya, Arjun Majumdar +5
How should we learn visual representations for embodied agents that must see and move? The status quo is tabula rasa in vivo, i.e. learning visual representations from scratch whil…
Habitat-Web: Learning Embodied Object-Search Strategies from Human Demonstrations at Scale
Ram Ramrakhya, Eric Undersander, Dhruv Batra +1
We present a large-scale study of imitating human demonstrations on tasks that require a virtual robot to search for objects in new environments -- (1) ObjectGoal Navigation (e.g.…