Valentyn Boreiko

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Systematic Errors

Diffusion Model

Diabetic Retinopathy

Top Venues

ICCV (Workshops)

Publications

Valentyn Boreiko, Matthias Hein, Jan Hendrik Metzen
Identification of Fine-grained Systematic Errors via Controlled Scene Generation. CoRR (2024)
Valentyn Boreiko, Matthias Hein, Jan Hendrik Metzen
Identifying Systematic Errors in Object Detectors with the SCROD Pipeline. CoRR (2023)
Jan Hendrik Metzen, Robin Hutmacher, N. Grace Hua, Valentyn Boreiko, Dan Zhang
Identification of Systematic Errors of Image Classifiers on Rare Subgroups. ICCV (2023)
Valentyn Boreiko, Matthias Hein, Jan Hendrik Metzen
Identifying Systematic Errors in Object Detectors with the SCROD Pipeline. ICCV (Workshops) (2023)
Jan Hendrik Metzen, Robin Hutmacher, N. Grace Hua, Valentyn Boreiko, Dan Zhang
Identification of Systematic Errors of Image Classifiers on Rare Subgroups. CoRR (2023)
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 (2023)
Yannic Neuhaus, Maximilian Augustin, Valentyn Boreiko, Matthias Hein
Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet. ICCV (2023)
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)
Valentyn Boreiko, Indu Ilanchezian, Murat Seçkin Ayhan, Sarah Müller, Lisa M. Koch, Hanna Faber, Philipp Berens, Matthias Hein
Visual Explanations for the Detection of Diabetic Retinopathy from Retinal Fundus Images. MICCAI (2) (2022)
Valentyn Boreiko, Maximilian Augustin, Francesco Croce, Philipp Berens, Matthias Hein
Sparse Visual Counterfactual Explanations in Image Space. GCPR (2022)