Automated analysis of complex systems based on multiple readouts remains a challenge. Change point detection algorithms are aimed to locating abrupt changes in the time series behaviour process. In this paper, we present novel change algorithm Latent Neural Stochastic Differential Equations (SDE). Our method learns non-linear deep learning transformation process into latent space and estimates ...

Although biometric facial recognition systems are fast becoming part of security applications, these still vulnerable to morphing attacks, in which a reference image can be verified as two or more separate identities. In border control scenarios, successful attack allows people use the same passport cross borders. this paper, we propose novel differential morph detection framework using deep Si...