2 code implementations • 9 Nov 2022 • Kevin Doherty, Cooper Simpson, Stephen Becker, Alireza Doostan
We present a new convolution layer for deep learning architectures which we call QuadConv -- an approximation to continuous convolution via quadrature.
no code implementations • 2 Aug 2020 • John D. Martin, Kevin Doherty, Caralyn Cyr, Brendan Englot, John Leonard
The ability to infer map variables and estimate pose is crucial to the operation of autonomous mobile robots.
1 code implementation • 24 Sep 2019 • Kevin Doherty, David Baxter, Edward Schneeweiss, John Leonard
The result is a max-mixture-type model that accounts for multiple data association hypotheses as well as incorrect loop closures.
Robotics