Maximilian Augustin

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 13

Top Topics

Geometrical Structure

Visual Representations

Top Venues

Publications

Maximilian Augustin, Yannic Neuhaus, Matthias Hein
Analyzing and Explaining Image Classifiers via Diffusion Guidance. CoRR (2023)
Yannic Neuhaus, Maximilian Augustin, Valentyn Boreiko, Matthias Hein
Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet. ICCV (2023)
Julian Bitterwolf, Alexander Meinke, Maximilian Augustin, Matthias Hein
Breaking Down Out-of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities. CoRR (2022)
Yannic Neuhaus, Maximilian Augustin, Valentyn Boreiko, Matthias Hein
Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet. CoRR (2022)
Maximilian Augustin, Valentyn Boreiko, Francesco Croce, Matthias Hein
Diffusion Visual Counterfactual Explanations. NeurIPS (2022)
Maximilian Augustin, Valentyn Boreiko, Francesco Croce, Matthias Hein
Diffusion Visual Counterfactual Explanations. CoRR (2022)
Valentyn Boreiko, Maximilian Augustin, Francesco Croce, Philipp Berens, Matthias Hein
Sparse Visual Counterfactual Explanations in Image Space. CoRR (2022)
Julian Bitterwolf, Alexander Meinke, Maximilian Augustin, Matthias Hein
Breaking Down Out-of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities. ICML (2022)
Valentyn Boreiko, Maximilian Augustin, Francesco Croce, Philipp Berens, Matthias Hein
Sparse Visual Counterfactual Explanations in Image Space. GCPR (2022)
Lucjan Hanzlik, Yang Zhang, Kathrin Grosse, Ahmed Salem, Maximilian Augustin, Michael Backes, Mario Fritz
MLCapsule: Guarded Offline Deployment of Machine Learning as a Service. CVPR Workshops (2021)
Maximilian Augustin, Alexander Meinke, Matthias Hein
Adversarial Robustness on In- and Out-Distribution Improves Explainability. CoRR (2020)
Maximilian Augustin, Matthias Hein
Out-distribution aware Self-training in an Open World Setting. CoRR (2020)
Maximilian Augustin, Alexander Meinke, Matthias Hein
Adversarial Robustness on In- and Out-Distribution Improves Explainability. ECCV (26) (2020)