Valentyn Boreiko

17 papers A* 5Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A* conf
An Interpretable N-gram Perplexity Threat Model for Large Language Model Jailbreaks.
ICML
Valentyn Boreiko, Alexander Panfilov, Václav Vorácek, Matthias Hein, Jonas Geiping
2025 A* conf
How Much Can We Forget about Data Contamination?
ICML
Sebastian Bordt, Suraj Srinivas, Valentyn Boreiko, Ulrike von Luxburg
2024 J jnl
A Realistic Threat Model for Large Language Model Jailbreaks.
CoRR
Valentyn Boreiko, Alexander Panfilov, Václav Vorácek, Matthias Hein, Jonas Geiping
2024 J jnl
How much can we forget about Data Contamination?
CoRR
Sebastian Bordt, Suraj Srinivas, Valentyn Boreiko, Ulrike von Luxburg
2024 J jnl
Identification of Fine-grained Systematic Errors via Controlled Scene Generation.
CoRR
Valentyn Boreiko, Matthias Hein, Jan Hendrik Metzen
2023 J jnl
Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion Models.
CoRR
Indu Ilanchezian, Valentyn Boreiko, Laura Kühlewein, Ziwei Huang, Murat Seçkin Ayhan, Matthias Hein, Lisa M. Koch, Philipp Berens
2023 A* conf
Identification of Systematic Errors of Image Classifiers on Rare Subgroups.
ICCV
Jan Hendrik Metzen, Robin Hutmacher, N. Grace Hua, Valentyn Boreiko, Dan Zhang
2023 J jnl
Identification of Systematic Errors of Image Classifiers on Rare Subgroups.
CoRR
Jan Hendrik Metzen, Robin Hutmacher, N. Grace Hua, Valentyn Boreiko, Dan Zhang
2023 — conf
Identifying Systematic Errors in Object Detectors with the SCROD Pipeline.
ICCV (Workshops)
Valentyn Boreiko, Matthias Hein, Jan Hendrik Metzen
2023 J jnl
Identifying Systematic Errors in Object Detectors with the SCROD Pipeline.
CoRR
Valentyn Boreiko, Matthias Hein, Jan Hendrik Metzen
2023 A* conf
Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet.
ICCV
Yannic Neuhaus, Maximilian Augustin, Valentyn Boreiko, Matthias Hein
2022 A* conf
Diffusion Visual Counterfactual Explanations.
NeurIPS
Maximilian Augustin, Valentyn Boreiko, Francesco Croce, Matthias Hein
2022 J jnl
Diffusion Visual Counterfactual Explanations.
CoRR
Maximilian Augustin, Valentyn Boreiko, Francesco Croce, Matthias Hein
2022 — conf
Sparse Visual Counterfactual Explanations in Image Space.
GCPR
Valentyn Boreiko, Maximilian Augustin, Francesco Croce, Philipp Berens, Matthias Hein
2022 J jnl
Sparse Visual Counterfactual Explanations in Image Space.
CoRR
Valentyn Boreiko, Maximilian Augustin, Francesco Croce, Philipp Berens, Matthias Hein
2022 J jnl
Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet.
CoRR
Yannic Neuhaus, Maximilian Augustin, Valentyn Boreiko, Matthias Hein
2022 — conf
Visual Explanations for the Detection of Diabetic Retinopathy from Retinal Fundus Images.
MICCAI (2)
Valentyn Boreiko, Indu Ilanchezian, Murat Seçkin Ayhan, Sarah Müller, Lisa M. Koch, Hanna Faber, Philipp Berens, Matthias Hein