Boosting Federated Learning with Diffusion Models for Non-IID and Imbalanced Data. - Maximilian Andreas Hoefler; Tatsiana Mazouka; Karsten Mueller; Wojciech Samek (IEEE Big Data, 2024)

XAI-Guided Insulator Anomaly Detection for Imbalanced Datasets. - Maximilian Andreas Hoefler; Karsten Müller 001; Wojciech Samek (ECCV Workshops (4), 2024)

ReReLRP - Remembering and Recognizing Tasks with LRP. - Karolina Bogacka; Maximilian Andreas Hoefler; Maria Ganzha; Wojciech Samek; Katarzyna Wasielewska-Michniewska (CoRR, 2025)