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Valentyn Boreiko
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2020 – today
- 2024
- [i8]Valentyn Boreiko, Matthias Hein, Jan Hendrik Metzen:
Identification of Fine-grained Systematic Errors via Controlled Scene Generation. CoRR abs/2404.07045 (2024) - [i7]Sebastian Bordt, Suraj Srinivas, Valentyn Boreiko, Ulrike von Luxburg:
How much can we forget about Data Contamination? CoRR abs/2410.03249 (2024) - 2023
- [c6]Jan Hendrik Metzen, Robin Hutmacher, N. Grace Hua, Valentyn Boreiko, Dan Zhang:
Identification of Systematic Errors of Image Classifiers on Rare Subgroups. ICCV 2023: 5041-5050 - [c5]Yannic Neuhaus, Maximilian Augustin, Valentyn Boreiko, Matthias Hein:
Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet. ICCV 2023: 20178-20189 - [c4]Valentyn Boreiko, Matthias Hein, Jan Hendrik Metzen:
Identifying Systematic Errors in Object Detectors with the SCROD Pipeline. ICCV (Workshops) 2023: 4092-4101 - [i6]Jan Hendrik Metzen, Robin Hutmacher, N. Grace Hua, Valentyn Boreiko, Dan Zhang:
Identification of Systematic Errors of Image Classifiers on Rare Subgroups. CoRR abs/2303.05072 (2023) - [i5]Valentyn Boreiko, Matthias Hein, Jan Hendrik Metzen:
Identifying Systematic Errors in Object Detectors with the SCROD Pipeline. CoRR abs/2309.13489 (2023) - [i4]Indu Ilanchezian, Valentyn Boreiko, Laura Kühlewein, Ziwei Huang, Murat Seçkin Ayhan, Matthias Hein, Lisa M. Koch
, Philipp Berens:
Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion Models. CoRR abs/2311.11629 (2023) - 2022
- [c3]Valentyn Boreiko, Maximilian Augustin, Francesco Croce, Philipp Berens, Matthias Hein:
Sparse Visual Counterfactual Explanations in Image Space. GCPR 2022: 133-148 - [c2]Valentyn Boreiko, Indu Ilanchezian, Murat Seçkin Ayhan, Sarah Müller, Lisa M. Koch
Visual Explanations for the Detection of Diabetic Retinopathy from Retinal Fundus Images. MICCAI (2) 2022: 539-549 - [c1]Maximilian Augustin, Valentyn Boreiko, Francesco Croce, Matthias Hein:
Diffusion Visual Counterfactual Explanations. NeurIPS 2022 - [i3]Valentyn Boreiko, Maximilian Augustin, Francesco Croce, Philipp Berens, Matthias Hein:
Sparse Visual Counterfactual Explanations in Image Space. CoRR abs/2205.07972 (2022) - [i2]Maximilian Augustin, Valentyn Boreiko, Francesco Croce, Matthias Hein:
Diffusion Visual Counterfactual Explanations. CoRR abs/2210.11841 (2022) - [i1]Yannic Neuhaus, Maximilian Augustin, Valentyn Boreiko, Matthias Hein:
Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet. CoRR abs/2212.04871 (2022)
Coauthor Index
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