René Heinrich

13 papers A* 1Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Uncertainty Calibration of Multi-Label Bird Sound Classifiers. ICAART (5) Raphael Schwinger, Ben McEwen, Vincent S. Kather, René Heinrich, Lukas Rauch, Sven Tomforde
2025	J	`jnl`	Adversarial Training Improves Generalization Under Distribution Shifts in Bioacoustics. CoRR René Heinrich, Lukas Rauch, Bernhard Sick, Christoph Scholz
2025	J	`jnl`	AudioProtoPNet: An interpretable deep learning model for bird sound classification. Ecol. Informatics René Heinrich, Lukas Rauch, Bernhard Sick, Christoph Scholz
2025	A*	`conf`	BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics. ICLR Lukas Rauch, Raphael Schwinger, Moritz Wirth, René Heinrich, Denis Huseljic, Marek Herde, Jonas Lange, Stefan Kahl, Bernhard Sick, Sven Tomforde, Christoph Scholz
2025	J	`jnl`	Can Masked Autoencoders Also Listen to Birds? CoRR Lukas Rauch, Ilyass Moummad, René Heinrich, Alexis Joly, Bernhard Sick, Christoph Scholz
2025	J	`jnl`	Can Masked Autoencoders Also Listen to Birds? Trans. Mach. Learn. Res. Lukas Rauch, René Heinrich, Ilyass Moummad, Alexis Joly, Bernhard Sick, Christoph Scholz
2025	J	`jnl`	Uncertainty Calibration of Multi-Label Bird Sound Classifiers. CoRR Raphael Schwinger, Ben McEwen, Vincent S. Kather, René Heinrich, Lukas Rauch, Sven Tomforde
2025	J	`jnl`	Unmute the Patch Tokens: Rethinking Probing in Multi-Label Audio Classification. CoRR Lukas Rauch, René Heinrich, Houtan Ghaffari, Lukas Miklautz, Ilyass Moummad, Bernhard Sick, Christoph Scholz
2024	J	`jnl`	AudioProtoPNet: An interpretable deep learning model for bird sound classification. CoRR René Heinrich, Bernhard Sick, Christoph Scholz
2024	J	`jnl`	BirdSet: A Multi-Task Benchmark for Classification in Avian Bioacoustics. CoRR Lukas Rauch, Raphael Schwinger, Moritz Wirth, René Heinrich, Jonas Lange, Stefan Kahl, Bernhard Sick, Sven Tomforde, Christoph Scholz
2024	J	`jnl`	Targeted adversarial attacks on wind power forecasts. Mach. Learn. René Heinrich, Christoph Scholz, Stephan Vogt, Malte Lehna
2023	J	`jnl`	Targeted Adversarial Attacks on Wind Power Forecasts. CoRR René Heinrich, Christoph Scholz, Stephan Vogt, Malte Lehna
2021	J	`jnl`	A Reinforcement Learning Approach for the Continuous Electricity Market of Germany: Trading from the Perspective of a Wind Park Operator. CoRR Malte Lehna, Björn Hoppmann, René Heinrich, Christoph Scholz