research
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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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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