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10/28/2021
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems
Modelling interactions is critical in learning complex dynamical systems...
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03/14/2021
BreakingBED – Breaking Binary and Efficient Deep Neural Networks by Adversarial Attacks
Deploying convolutional neural networks (CNNs) for embedded applications...
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01/07/2021
L2PF – Learning to Prune Faster
Various applications in the field of autonomous driving are based on con...
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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...
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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 ...
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10/15/2019
SafeCritic: Collision-Aware Trajectory Prediction
Navigating complex urban environments safely is a key to realize fully a...
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03/04/2019