Anna Kruspe

A survey of uncertainty in deep neural networks

Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali et al. · Artificial Intelligence Review · 2023 · 1K citations · Full text

Engineering, Machine Learning, Neural Networks (Machine Learning) +18

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

Deep Neural Networks, Engineering, Machine Learning +14

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

Geometric Learning, Convolutional Neural Network, Engineering +23

Review article: Detection of actionable tweets in crisis events

Anna Kruspe, Jens Kersten, Friederike Klan · Natural hazards and earth system sciences · 2021 · 33 citations · Full text

Engineering, Social Medium Monitoring, Crisis Management +16

Changes in Twitter geolocations: Insights and suggestions for future usage

Anna Kruspe, Matthias Häberle, Eike Jens Hoffmann et al. · 2021 · 28 citations · Full text

Engineering, Social Medium Monitoring, Location-aware Social Medium +21