Masha Itkina

robotics · perception · sensor fusion · deep learning · computer vision · ConvLSTMs · video prediction · recurrent models · epistemic uncertainty estimation · evidential theory · out-of-distribution detection · human behavior modeling · occlusion inference · mapping · deep generative models · variational autoencoders · discrete latent spaces · robot policy evaluation · failure detection and mitigation · active learning