| Diffusion visual counterfactual explanations M Augustin, V Boreiko, F Croce, M Hein Advances in Neural Information Processing Systems 35, 364-377, 2022 | 60 | 2022 |
| Sparse visual counterfactual explanations in image space V Boreiko, M Augustin, F Croce, P Berens, M Hein DAGM German Conference on Pattern Recognition, 133-148, 2022 | 28 | 2022 |
| Spurious features everywhere-large-scale detection of harmful spurious features in imagenet Y Neuhaus, M Augustin, V Boreiko, M Hein Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 21 | 2023 |
| Identification of systematic errors of image classifiers on rare subgroups JH Metzen, R Hutmacher, NG Hua, V Boreiko, D Zhang Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 14 | 2023 |
| Visual explanations for the detection of diabetic retinopathy from retinal fundus images V Boreiko, I Ilanchezian, MS Ayhan, S Müller, LM Koch, H Faber, ... International conference on medical image computing and computer-assisted …, 2022 | 12 | 2022 |
| Classifiers should do well even on their worst classes J Bitterwolf, A Meinke, V Boreiko, M Hein ICML 2022 Shift Happens Workshop, 2022 | 4 | 2022 |
| Identifying Systematic Errors in Object Detectors with the SCROD Pipeline V Boreiko, M Hein, JH Metzen Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 3 | 2023 |
| Identification of Fine-grained Systematic Errors via Controlled Scene Generation M Hein, JH Metzen, V Boreiko arXiv, 2024 | | 2024 |
| Identification of Fine-grained Systematic Errors via Controlled Scene Generation V Boreiko, M Hein, JH Metzen arXiv preprint arXiv:2404.07045, 2024 | | 2024 |
| Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion Models I Ilanchezian, V Boreiko, L Kühlewein, Z Huang, MS Ayhan, M Hein, ... arXiv preprint arXiv:2311.11629, 2023 | | 2023 |
| Spurious Features Everywhere-Large-Scale Detection of Harmful Spurious Features in ImageNet M Hein, V Boreiko, M Augustin, Y Neuhaus arXiv, 2023 | | 2023 |
| Identification of Systematic Errors of Image Classifiers on Rare Subgroups J Hendrik Metzen, R Hutmacher, NG Hua, V Boreiko, D Zhang arXiv e-prints, arXiv: 2303.05072, 2023 | | 2023 |
Matthias HeinProfessor of Computer Science, University of Tübingen在 uni-tuebingen.de 的电子邮件经过验证
