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Christian Igel

Bayesian vs. PAC-Bayesian Deep Neural Network Ensembles

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Jun 08, 2024
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Nacala-Roof-Material: Drone Imagery for Roof Detection, Classification, and Segmentation to Support Mosquito-borne Disease Risk Assessment

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Jun 07, 2024
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BMRS: Bayesian Model Reduction for Structured Pruning

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Jun 03, 2024
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MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning

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May 04, 2024
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Building an AI Support Tool for Real-time Ulcerative Colitis Diagnosis

Apr 10, 2024
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Equity through Access: A Case for Small-scale Deep Learning

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Mar 19, 2024
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Tree Counting by Bridging 3D Point Clouds with Imagery

Mar 12, 2024
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Predicting urban tree cover from incomplete point labels and limited background information

Nov 20, 2023
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Benchmarking Individual Tree Mapping with Sub-meter Imagery

Nov 14, 2023
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Familiarity-Based Open-Set Recognition Under Adversarial Attacks

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Nov 08, 2023
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