Hyperparameter Transfer Across Developer Adjustments. - Danny Stoll; Jörg K. H. Franke; Diane Wagner; Simon Selg; Frank Hutter (CoRR, 2020)

Smart(Sampling)Augment: Optimal and Efficient Data Augmentation for Semantic Segmentation. - Misgana Negassi; Diane Wagner; Alexander Reiterer (Algorithms, 2022)

On the Importance of Hyperparameters and Data Augmentation for Self-Supervised Learning. - Diane Wagner; Fabio Ferreira; Danny Stoll; Robin Tibor Schirrmeister; Samuel Müller 005; Frank Hutter (CoRR, 2022)