4 code implementations • CVPR 2016 • Abhijit Bendale, Terrance Boult
We present a methodology to adapt deep networks for open set recognition, by introducing a new model layer, OpenMax, which estimates the probability of an input being from an unknown class.
no code implementations • CVPR 2015 • Abhijit Bendale, Terrance Boult
We prove that thresholding sums of monotonically decreasing functions of distances in linearly transformed feature space can balance "open space risk" and empirical risk.