← Search

Girish Nair

2 accepted papers

2023

Knowledge Distillation for Feature Extraction in Underwater VSLAM

ICRA 2023poster

In recent years, learning-based feature detection and matching have outperformed manually-designed methods in in-air cases. However, it is challenging to learn the features in the underwater scenario due to the absence of annotated underwater datasets. This paper proposes a cross-modal knowl-edge di…

Cited by 9SourcecodeScholar
2017

Collisions as Information Sources in Densely Packed Multi-Robot Systems Under Mean-Field Approximations

RSS 2017poster

As the spatial scale of robots decrease in multi-robot systems, collisions cease to be catastrophic events that need to be avoided at all costs. This implies that less conservative, coordinated control strategies can be employed, where collisions are not only tolerated, but can potentially be harnes…

Cited by 24SourcePDFScholar