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06/13/2023
LMD: Light-weight Prediction Quality Estimation for Object Detection in Lidar Point Clouds
Object detection on Lidar point cloud data is a promising technology for...
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10/29/2021
False Positive Detection and Prediction Quality Estimation for LiDAR Point Cloud Segmentation
We present a novel post-processing tool for semantic segmentation of LiD...
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10/05/2020
MetaBox+: A new Region Based Active Learning Method for Semantic Segmentation using Priority Maps
We present a novel region based active learning method for semantic imag...
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06/18/2020
On the Robustness of Active Learning
Active Learning is concerned with the question of how to identify the mo...
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05/06/2019
Fast and Reliable Architecture Selection for Convolutional Neural Networks
The performance of a Convolutional Neural Network (CNN) depends on its h...
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01/19/2018