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03/23/2023
Take 5: Interpretable Image Classification with a Handful of Features
Deep Neural Networks use thousands of mostly incomprehensible features t...
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11/21/2022
Semantic Segmentation for Fully Automated Macrofouling Analysis on Coatings after Field Exposure
Biofouling is a major challenge for sustainable shipping, filter membran...
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10/14/2022
Asymmetric Student-Teacher Networks for Industrial Anomaly Detection
Industrial defect detection is commonly addressed with anomaly detection...
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10/06/2021
Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection
In industrial manufacturing processes, errors frequently occur at unpred...
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07/29/2021
Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows
3D human pose estimation from monocular images is a highly ill-posed pro...
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11/30/2020
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild
Human pose estimation from single images is a challenging problem in com...
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08/28/2020
Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows
The detection of manufacturing errors is crucial in fabrication processe...
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08/07/2019