Julia Niebling

Orcid: 0000-0001-5413-2234

According to our database1, Julia Niebling authored at least 14 papers between 2015 and 2023.

Collaborative distances:



In proceedings 
PhD thesis 


On csauthors.net:


Handling unexpected inputs: incorporating source-wise out-of-distribution detection into SAR-optical data fusion for scene classification.
EURASIP J. Adv. Signal Process., December, 2023

Mitigating the Influence of Domain Shift in Skin Lesion Classification: A Benchmark Study of Unsupervised Domain Adaptation Methods on Dermoscopic Images.
CoRR, 2023

Domain shifts in dermoscopic skin cancer datasets: Evaluation of essential limitations for clinical translation.
CoRR, 2023

Is it worth it? An experimental comparison of six deep- and classical machine learning methods for unsupervised anomaly detection in time series.
CoRR, 2022

Structuring Uncertainty for Fine-Grained Sampling in Stochastic Segmentation Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Analysing the Interactions Between Training Dataset Size, Label Noise and Model Performance in Remote Sensing Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Robust Distribution-Shift Aware Sar-Optical data Fusion for Multi-Label Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Nonconvex constrained optimization by a filtering branch and bound.
J. Glob. Optim., 2021

Solving Multiobjective Mixed Integer Convex Optimization Problems.
SIAM J. Optim., 2020

An algorithmic approach to multiobjective optimization with decision uncertainty.
J. Glob. Optim., 2020

Analysis of Railway Track Irregularities with Convolutional Autoencoders and Clustering Algorithms.
Proceedings of the Dependable Computing - EDCC 2020 Workshops, 2020

A Branch-and-Bound-Based Algorithm for Nonconvex Multiobjective Optimization.
SIAM J. Optim., 2019

Eigenvalue conditions for induced subgraphs.
Discuss. Math. Graph Theory, 2015

Evaluation of multi feature fusion at score-level for appearance-based person re-identification.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015