Philipp Oberdiek

According to our database, Philipp Oberdiek authored at least 5 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Assessing the reliability of deep neural networks.

Philipp Oberdiek

PhD thesis, 2023

2022

UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs.

Philipp Oberdiek, Gernot A. Fink, Matthias Rottmann

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation.

Philipp Oberdiek, Matthias Rottmann, Gernot A. Fink

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Exploring Confidence Measures for Word Spotting in Heterogeneous Datasets.

Fabian Wolf, Philipp Oberdiek, Gernot A. Fink

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

2018

Classification Uncertainty of Deep Neural Networks Based on Gradient Information.

Philipp Oberdiek, Matthias Rottmann, Hanno Gottschalk

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018