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08/22/2023
ReLiCADA – Reservoir Computing using Linear Cellular Automata Design Algorithm
In this paper, we present a novel algorithm to optimize the design of Re...
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05/14/2023
Skeleton Graph-based Ultrasound-CT Non-rigid Registration
Autonomous ultrasound (US) scanning has attracted increased attention, a...
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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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02/06/2021
BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices
Face masks have long been used in many areas of everyday life to protect...
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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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10/30/2020
Autonomous Robotic Screening of Tubular Structures based only on Real-Time Ultrasound Imaging Feedback
Ultrasound (US) imaging is widely employed for diagnosis and staging of ...
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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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05/12/2014