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Fabian Timm

Labels Are Not Perfect: Inferring Spatial Uncertainty in Object Detection

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Dec 18, 2020
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DeepReflecs: Deep Learning for Automotive Object Classification with Radar Reflections

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Oct 19, 2020
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Holistic Filter Pruning for Efficient Deep Neural Networks

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Sep 17, 2020
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Labels Are Not Perfect: Improving Probabilistic Object Detection via Label Uncertainty

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Aug 10, 2020
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Where can I drive? Deep Ego-Corridor Estimation for Robust Automated Driving

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Apr 16, 2020
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Inferring Spatial Uncertainty in Object Detection

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Mar 07, 2020
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SYMOG: learning symmetric mixture of Gaussian modes for improved fixed-point quantization

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Feb 19, 2020
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Leveraging Uncertainties for Deep Multi-modal Object Detection in Autonomous Driving

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Feb 01, 2020
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Can We Trust You? On Calibration of a Probabilistic Object Detector for Autonomous Driving

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Sep 26, 2019
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Learning Multimodal Fixed-Point Weights using Gradient Descent

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Jul 16, 2019
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