2 papers
cs.LG2020
Stationary Activations for Uncertainty Calibration in Deep Learning
Lassi Meronen, Christabella Irwanto, Arno Solin
We introduce a new family of non-linear neural network activation functions that mimic the properties induced by the widely-used Matérn family of kernels in Gaussian process (GP) m…
cs.CV2020
Movement Tracking by Optical Flow Assisted Inertial Navigation
Lassi Meronen, William J. Wilkinson, Arno Solin
Robust and accurate six degree-of-freedom tracking on portable devices remains a challenging problem, especially on small hand-held devices such as smartphones. For improved robust…