Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood Estimation, preprint

HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data, IEEE PerCom 2022, CoMoRea

Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs Code instructions, ICCV 2021 Workshops, ROAD

Putting Safety of Intended Functionality SOTIF into Practice, SAE 2021

Inner Ensemble Nets, Under Review

Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction, CVPR 2020

Physics Informed Data Driven model for Flood Prediction: Application of Deep Learning in prediction of urban flood development, submitted

An IMU-based traffic and road condition monitoring system, HardwareX 

IEA: Inner Ensemble Average within a convolutional neural network, on going

MCRM: Mother Compact Recurrent Memory, on going

Locating an object in an environment of a motor vehicle by means of an ultrasonic sensor system.  Patent

Issued Mar 22, 2018, DE102017101476B3