Jörg Martin

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Image Quality Assessment

Weakly Supervised

Top Venues

Mach. Learn. Sci. Technol.

Neural Process. Lett.

Publications

Narbota Amanova, Jörg Martin, Clemens Elster
Finding the input features that reduce the entropy of a neural network's prediction. Appl. Intell. 54 (2) (2024)
Franko Schmähling, Jörg Martin, Clemens Elster
A framework for benchmarking uncertainty in deep regression. Appl. Intell. 53 (8) (2023)
Jörg Martin, Clemens Elster
Aleatoric Uncertainty for Errors-in-Variables Models in Deep Regression. Neural Process. Lett. 55 (4) (2023)
Josua Faller, Narbota Amanova, Ruben E. van Engen, Jörg Martin, Clemens Elster
About the generalizability of deep learning based image quality assessment in mammography. Mach. Learn. Sci. Technol. 4 (4) (2023)
Narbota Amanova, Jörg Martin, Clemens Elster
Explainability for deep learning in mammography image quality assessment. Mach. Learn. Sci. Technol. 3 (2) (2022)
Jörg Martin
About the regularity of the discriminator in conditional WGANs. CoRR (2021)
Jörg Martin, Clemens Elster
Errors-in-Variables for deep learning: rethinking aleatoric uncertainty. CoRR (2021)
Franko Schmähling, Jörg Martin, Clemens Elster
A framework for benchmarking uncertainty in deep regression. CoRR (2021)
Jörg Martin, Clemens Elster
Detecting unusual input to neural networks. Appl. Intell. 51 (4) (2021)
Jörg Martin, Clemens Elster
Inspecting adversarial examples using the fisher information. Neurocomputing 382 (2020)
Jörg Martin, Clemens Elster
Detecting unusual input to neural networks. CoRR (2020)
Jörg Martin, Clemens Elster
Inspecting adversarial examples using the Fisher information. CoRR (2019)