General-purpose pre-trained models ("foundation models") have enabled
pr...
Machine learning provides a powerful tool for building socially complian...
Machine learning techniques rely on large and diverse datasets for
gener...
Learning provides a powerful tool for vision-based navigation, but the
c...
Localization in topological maps is essential for image-based navigation...
We present an unsupervised simultaneous learning framework for the task ...
Inter-robot transfer of training data is a little explored topic in lear...
Self-supervised monocular depth estimation has been widely investigated ...
Self-supervised learning for monocular depth estimation is widely
invest...
We propose a novel objective to penalize geometric inconsistencies, to
i...
Humans can robustly follow a visual trajectory defined by a sequence of
...
Humans can routinely follow a trajectory defined by a list of
images/lan...
Robots that interact with a dynamic environment, such as social robots a...
We are witnessing an increasing growth of autonomous platforms such as
s...
We present semi-supervised deep learning approaches for traversability
e...
It is important for robots to be able to decide whether they can go thro...