Marek Herde
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
7
Venues
5
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
7 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics. | Lukas Rauch, Raphael Schwinger, Moritz Wirth, Ren Heinrich, Denis Huseljic, Marek Herde, Jonas Lange, Stefan Kahl, Bernhard Sick, Sven Tomforde, Christoph Scholz |
| 2024 | ECAI | Annot-Mix: Learning with Noisy Class Labels from Multiple Annotators via a Mixup Extension. | Marek Herde, Lukas Lhrs, Denis Huseljic, Bernhard Sick |
| 2023 | DIS | Exploring the Potential of Optimal Active Learning via a Non-myopic Oracle Policy. | Christoph Sandrock, Marek Herde, Daniel Kottke, Bernhard Sick |
| 2020 | ICPR | Multi-Annotator Probabilistic Active Learning. | Marek Herde, Daniel Kottke, Denis Huseljic, Bernhard Sick |
| 2020 | ICPR | Separation of Aleatoric and Epistemic Uncertainty in Deterministic Deep Neural Networks. | Denis Huseljic, Bernhard Sick, Marek Herde, Daniel Kottke |
| 2019 | IJCNN | Combining Self-reported Confidences from Uncertain Annotators to Improve Label Quality. | Christoph Sandrock, Marek Herde, Adrian Calma, Daniel Kottke, Bernhard Sick |
| 2018 | IJCNN | Active Sorting - An Efficient Training of a Sorting Robot with Active Learning Techniques. | Marek Herde, Daniel Kottke, Adrian Calma, Maarten Bieshaar, Stephan Deist, Bernhard Sick |