Niebling, Julia

4 publications

ICLR 2026 TEDM: Time Series Forecasting with Elucidated Diffusion Models Edgardo Solano Carrillo, Sreerag V Naveenachandran, Julia Niebling

ICML 2025 FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks Laines Schmalwasser, Niklas Penzel, Joachim Denzler, Julia Niebling

ECML-PKDD 2024 Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-Regenerative Life Support System Telemetry Ferdinand Rewicki, Jakob Gawlikowski, Julia Niebling, Joachim Denzler

NeurIPS 2022 Structuring Uncertainty for Fine-Grained Sampling in Stochastic Segmentation Networks Frank Nussbaum, Jakob Gawlikowski, Julia Niebling