research
∙
10/28/2021
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems
Modelling interactions is critical in learning complex dynamical systems...
share
research
∙
03/14/2021
BreakingBED – Breaking Binary and Efficient Deep Neural Networks by Adversarial Attacks
Deploying convolutional neural networks (CNNs) for embedded applications...
research
∙
01/07/2021
L2PF – Learning to Prune Faster
Various applications in the field of autonomous driving are based on con...
research
∙
07/27/2020
ALF: Autoencoder-based Low-rank Filter-sharing for Efficient Convolutional Neural Networks
Closing the gap between the hardware requirements of state-of-the-art co...
research
∙
06/15/2020
Binary DAD-Net: Binarized Driveable Area Detection Network for Autonomous Driving
Driveable area detection is a key component for various applications in ...
research
∙
10/15/2019
SafeCritic: Collision-Aware Trajectory Prediction
Navigating complex urban environments safely is a key to realize fully a...
research
∙
03/04/2019
