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Probabilistic Approach for Road-Users Detection
It is demonstrated that the proposed technique reduces overconfidence in the false positives without degrading the performance on the true positives.
Probabilistic Object Classification using CNN ML-MAP layers
Deep networks are currently the state-of-the-art for sensory perception in autonomous driving and robotics.
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