Jakob Gawlikowski

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Publications

Citations

1.6K

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Active since

2020

Affiliations

Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)(Current)

Technical University of Munich

Jakob Gawlikowski is an author at Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR) specializing in computer science, computing, and machine learning.

Publications per year

2020–2023

Publications

A survey of uncertainty in deep neural networks

Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali et al. · Artificial Intelligence Review · 2023 · 1.2K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

A Survey of Uncertainty in Deep Neural Networks

Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali et al. · arXiv (Cornell University) · 2021 · 242 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

An Advanced Dirichlet Prior Network for Out-of-Distribution Detection in Remote Sensing

Jakob Gawlikowski, Sudipan Saha, Anna Kruspe et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 53 citations · Full text

Computing, Computer Science, Geospatial Artificial Intelligence +16

Explaining the Effects of Clouds on Remote Sensing Scene Classification

Jakob Gawlikowski, Patrick Ebel, Michael Schmitt et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2022 · 41 citations · Full text

Natural Sciences, Computer Science, Earth Sciences +14

Leveraging Graph and Deep Learning Uncertainties to Detect Anomalous Maritime Trajectories

Sandeep Kumar Singh, Jaya Shradha Fowdur, Jakob Gawlikowski et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 30 citations

Computing, Computer Science, Ocean Engineering +17

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