Estimating User Communication Styles for Spoken Dialogue Systems. - Juliana Miehle; Isabel Feustel; Julia Hornauer; Wolfgang Minker; Stefan Ultes (LREC, 2020)

Few-Shot Microscopy Image Cell Segmentation. - Youssef Dawoud; Julia Hornauer; Gustavo Carneiro 001; Vasileios Belagiannis (ECML/PKDD (5), 2020)

Visual Domain Adaptation for Monocular Depth Estimation on Resource-Constrained Hardware. - Julia Hornauer; Lazaros Nalpantidis; Vasileios Belagiannis (ICCVW, 2021)

Gradient-Based Uncertainty for Monocular Depth Estimation. - Julia Hornauer; Vasileios Belagiannis (ECCV (20), 2022)

Out-of-Distribution Detection for Monocular Depth Estimation. - Julia Hornauer; Adrian Holzbock; Vasileios Belagiannis (ICCV, 2023)

Heatmap-based Out-of-Distribution Detection. - Julia Hornauer; Vasileios Belagiannis (WACV, 2023)

Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation. - Amir El-Ghoussani; Julia Hornauer; Gustavo Carneiro 001; Vasileios Belagiannis (CoLLAs, 2024)

Image-based uncertainty estimation and out-of-distribution detection. - Julia Hornauer (2024)

Revisiting Gradient-Based Uncertainty for Monocular Depth Estimation. - Julia Hornauer; Amir El-Ghoussani; Vasileios Belagiannis (IEEE Trans. Pattern Anal. Mach. Intell., 2025)