Fabian Burger | DeepAI

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Featured Co-authors

Senthil Yogamani
68 publications
Andrei Bursuc
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Ganesh Sistu
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Varun Ravi Kumar
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Hazem Rashed
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Michal Uricar
10 publications
Arindam Das
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Pavel Krizek
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Antonin Vobecky
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Isabelle Leang
5 publications
Thomas Boulay
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research

∙ 01/19/2021

Multi-Task Network Pruning and Embedded Optimization for Real-time Deployment in ADAS

Camera-based Deep Learning algorithms are increasingly needed for percep...

17 Flora Dellinger, et al. ∙

research

∙ 07/01/2020

TiledSoilingNet: Tile-level Soiling Detection on Automotive Surround-view Cameras Using Coverage Metric

Automotive cameras, particularly surround-view cameras, tend to get soil...

2 Arindam Das, et al. ∙

research

∙ 01/07/2020

Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems

Deep multi-task networks are of particular interest for autonomous drivi...

9 Isabelle Leang, et al. ∙

research

∙ 12/04/2019

Let's Get Dirty: GAN Based Data Augmentation for Soiling and Adverse Weather Classification in Autonomous Driving

Cameras are getting more and more important in autonomous driving. Wide-...

0 Michal Uricar, et al. ∙

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