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"au:"Jakob Gawlikowski"" — arXiv2 Search
Showing 1–9 of 9 results
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Jul 7, 2021
A Survey of Uncertainty in Deep Neural Networks
Jul 4, 2021
Leveraging Graph and Deep Learning Uncertainties to Detect Anomalous Trajectories
May 20, 2022
The Unreasonable Effectiveness of Deep Evidential Regression
Oct 11, 2025
Average Kernel Sizes -- Computable Sharp Accuracy Bounds for Inverse Problems
Apr 9, 2021
Out-of-distribution detection in satellite image classification
Oct 23, 2024
Exploiting Text-Image Latent Spaces for the Description of Visual Concepts
Jun 14, 2024
Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-regenerative Life Support System Telemetry
Oct 4, 2024
Lightning UQ Box: A Comprehensive Framework for Uncertainty Quantification in Deep Learning
Feb 28, 2026
Data-Centric Benchmark for Label Noise Estimation and Ranking in Remote Sensing Image Segmentation