Claudius Zelenka

Lecturer, Christian-Albrechts-Universität Kiel

Joined

February 2020

Names

Claudius Zelenka (Preferred)

Emails

****@informatik.uni-kiel.de (Confirmed)

Personal Links

Career & Education History

Lecturer

Christian-Albrechts-Universität Kiel (uni-kiel.de)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisor

Reinhard Koch

2014 – 2018

Expertise

No areas of expertise listed

Publications

The Missing Link? On the In-Between Instance Detection Task
Daniyal Kazempour, Claudius Zelenka, Peer Kröger
- EDBT 2024
- Readers: Everyone
GADformer: A Transparent Transformer Model for Group Anomaly Detection on Trajectories
Andreas Lohrer, Darpan Malik, Claudius Zelenka, Peer Kröger
- IJCNN 2024
- Readers: Everyone
Data Fusion Between Land and Sea: Multi-Isotope Fingerprints of Viking Animals and Modern Plants
Andrea Göhring, Mirjam Bayer, Daniyal Kazempour, Sweety Mohanty, Claudius Zelenka
- MDM 2024
- Readers: Everyone
X Marks the Spot? Applying Recent Keypoint Detection Methods to Paleozoological Landmarking
Nadine Sarah Schüler, Maximilian von Zastrow, Nadja Pöllath, Claudius Zelenka, Joris Peters
- e-Science 2024
- Readers: Everyone
A Simple and Explainable Method for Uncertainty Estimation using Attribute Prototype Networks
Claudius Zelenka, Andrea Göhring, Daniyal Kazempour, Maximilian Hünemörder, Lars Schmarje, Peer Kröger
- ICCV (Workshops) 2023
- Readers: Everyone
Annotating Ambiguous Images: General Annotation Strategy for Image Classification with Real-World Biomedical Validation on Vertebral Fracture Diagnosis
Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Reinhard Koch
- CoRR 2023
- Readers: Everyone
Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality
Lars Schmarje, Vasco Grossmann, Tim Michels, Jakob Nazarenus, Monty Santarossa, Claudius Zelenka, Reinhard Koch
- DAGM 2023
- Readers: Everyone
Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation
Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch
- Published: 17 Sept 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Datasets and Benchmarks
- Readers: Everyone
A Data-Centric Approach for Improving Ambiguous Labels with Combined Semi-supervised Classification and Clustering
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Claudius Zelenka, Rainer Kiko, Jenny Stracke, Nina Volkmann, Reinhard Koch
- ECCV (8) 2022
- Readers: Everyone

View all 28 publications

Co-Authors

View all 49 co-authors