Sparse Visual Counterfactual Explanations in Image Space. - Valentyn Boreiko; Maximilian Augustin; Francesco Croce; Philipp Berens; Matthias Hein 001 (GCPR, 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 001 (MICCAI (2), 2022)

Diffusion Visual Counterfactual Explanations. - Maximilian Augustin; Valentyn Boreiko; Francesco Croce; Matthias Hein 001 (NeurIPS, 2022)

Identification of Systematic Errors of Image Classifiers on Rare Subgroups. - Jan Hendrik Metzen; Robin Hutmacher; N. Grace Hua; Valentyn Boreiko; Dan Zhang (ICCV, 2023)

Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet. - Yannic Neuhaus; Maximilian Augustin; Valentyn Boreiko; Matthias Hein 001 (ICCV, 2023)

Identifying Systematic Errors in Object Detectors with the SCROD Pipeline. - Valentyn Boreiko; Matthias Hein 001; Jan Hendrik Metzen (ICCV (Workshops), 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 001; Lisa M. Koch; Philipp Berens (CoRR, 2023)

Identification of Fine-grained Systematic Errors via Controlled Scene Generation. - Valentyn Boreiko; Matthias Hein 001; Jan Hendrik Metzen (CoRR, 2024)

How much can we forget about Data Contamination? - Sebastian Bordt; Suraj Srinivas; Valentyn Boreiko; Ulrike von Luxburg (CoRR, 2024)

A Realistic Threat Model for Large Language Model Jailbreaks. - Valentyn Boreiko; Alexander Panfilov; Václav Vorácek; Matthias Hein 001; Jonas Geiping (CoRR, 2024)