Valentyn Boreiko

According to our database, Valentyn Boreiko authored at least 9 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

How much can we forget about Data Contamination?

Sebastian Bordt, Suraj Srinivas, Valentyn Boreiko, Ulrike von Luxburg

CoRR, 2024

Identification of Fine-grained Systematic Errors via Controlled Scene Generation.

Valentyn Boreiko, Matthias Hein, Jan Hendrik Metzen

CoRR, 2024

2023

Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion Models.

Indu Ilanchezian, Valentyn Boreiko, Laura Kühlewein, Ziwei Huang, Murat Seçkin Ayhan, Matthias Hein, Lisa M. Koch, Philipp Berens

CoRR, 2023

Identifying Systematic Errors in Object Detectors with the SCROD Pipeline.

Valentyn Boreiko, Matthias Hein, Jan Hendrik Metzen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet.

Yannic Neuhaus, Maximilian Augustin, Valentyn Boreiko, Matthias Hein

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Identification of Systematic Errors of Image Classifiers on Rare Subgroups.

Jan Hendrik Metzen, Robin Hutmacher, N. Grace Hua, Valentyn Boreiko, Dan Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Diffusion Visual Counterfactual Explanations.

Maximilian Augustin, Valentyn Boreiko, Francesco Croce, Matthias Hein

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Visual Explanations for the Detection of Diabetic Retinopathy from Retinal Fundus Images.

Valentyn Boreiko, Indu Ilanchezian, Murat Seçkin Ayhan, Sarah Müller, Lisa M. Koch, Hanna Faber, Philipp Berens, Matthias Hein

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Sparse Visual Counterfactual Explanations in Image Space.

Valentyn Boreiko, Maximilian Augustin, Francesco Croce, Philipp Berens, Matthias Hein

Proceedings of the Pattern Recognition, 2022