Concepedia

Julian Bitterwolf

JB

Statistics

Publications

5

Citations

139

H-Index

5

Active since

2019

Affiliations

University of Tübingen(Current)

Julian Bitterwolf is an author at University of Tübingen specializing in computer science, computing, and machine learning.

Publications per year

2019–2023

5

Publications

5

A Simple Way to Make Neural Networks Robust Against Diverse Image Corruptions

Evgenia Rusak, Lukas Schott, R. Zimmermann et al. · Lecture notes in computer science · 2020 · 43 citations · Full text

Computing, Computer Science, Computer Vision +14

Increasing the robustness of DNNs against image corruptions by playing the Game of Noise

Evgenia Rusak, Lukas Schott, R. Zimmermann et al. · arXiv (Cornell University) · 2020 · 38 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Why ReLU Networks Yield High-Confidence Predictions Far Away From the Training Data and How to Mitigate the Problem

Matthias Hein, Maksym Andriushchenko, Julian Bitterwolf · 2019 · 31 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Certifiably Adversarially Robust Detection of Out-of-Distribution Data

Julian Bitterwolf, Alexander Meinke, Matthias Hein · arXiv (Cornell University) · 2020 · 16 citations · Full text

Computing, Computer Science, Computer Security +12

In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation

Julian Bitterwolf, Maximilian A. Müller, Matthias Hein · arXiv (Cornell University) · 2023 · 11 citations · Full text

Computing, Computer Science, Computer Vision +10

1–5 of 5