René Heinrich

According to our database, René Heinrich authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Uncertainty Calibration of Multi-Label Bird Sound Classifiers.

Raphael Schwinger, Ben McEwen, Vincent S. Kather, René Heinrich, Lukas Rauch, Sven Tomforde

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

2025

Unmute the Patch Tokens: Rethinking Probing in Multi-Label Audio Classification.

Lukas Rauch, René Heinrich, Houtan Ghaffari, Lukas Miklautz, Ilyass Moummad, Bernhard Sick, Christoph Scholz

CoRR, September, 2025

Adversarial Training Improves Generalization Under Distribution Shifts in Bioacoustics.

René Heinrich, Lukas Rauch, Bernhard Sick, Christoph Scholz

CoRR, July, 2025

Can Masked Autoencoders Also Listen to Birds?

Lukas Rauch, René Heinrich, Ilyass Moummad, Alexis Joly, Bernhard Sick, Christoph Scholz

Trans. Mach. Learn. Res., 2025

AudioProtoPNet: An interpretable deep learning model for bird sound classification.

René Heinrich, Lukas Rauch, Bernhard Sick, Christoph Scholz

Ecol. Informatics, 2025

BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics.

Lukas Rauch, Raphael Schwinger, Moritz Wirth, René Heinrich, Denis Huseljic, Marek Herde, Jonas Lange, Stefan Kahl, Bernhard Sick, Sven Tomforde, Christoph Scholz

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Targeted adversarial attacks on wind power forecasts.

René Heinrich, Christoph Scholz, Stephan Vogt, Malte Lehna

Mach. Learn., February, 2024

AudioProtoPNet: An interpretable deep learning model for bird sound classification.

René Heinrich, Bernhard Sick, Christoph Scholz

CoRR, 2024

BirdSet: A Multi-Task Benchmark for Classification in Avian Bioacoustics.

Lukas Rauch, Raphael Schwinger, Moritz Wirth, René Heinrich, Jonas Lange, Stefan Kahl, Bernhard Sick, Sven Tomforde, Christoph Scholz

CoRR, 2024

2021

A Reinforcement Learning Approach for the Continuous Electricity Market of Germany: Trading from the Perspective of a Wind Park Operator.

Malte Lehna, Björn Hoppmann, René Heinrich, Christoph Scholz

CoRR, 2021