Florian Schmid

Khaled Koutini

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Effective Pre-Training of Audio Transformers for Sound Event Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Estimated Audio-Caption Correspondences Improve Language-Based Audio Retrieval.

[BibT_eX]

[DOI]

Paul Primus

CoRR, 2024

Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training.

[BibT_eX]

[DOI]

CoRR, 2024

Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Domain Transfer for Surface Defect Detection using Few-Shot Learning on Scarce Data.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

Efficient Large-Scale Audio Tagging Via Transformer-to-CNN Knowledge Distillation.

[BibT_eX]

[DOI]

Khaled Koutini

Proceedings of the IEEE International Conference on Acoustics, 2023

Low-Complexity Audio Embedding Extractors.

[BibT_eX]

[DOI]

Khaled Koutini

Proceedings of the 31st European Signal Processing Conference, 2023

Device-Robust Acoustic Scene Classification via Impulse Response Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 31st European Signal Processing Conference, 2023

Oral History auf dem Weg zu Big Data: menschliche und maschinelle Annotation lebensgeschichtlicher Interviews im Vergleich.

[BibT_eX]

[DOI]

Proceedings of the 9. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2023

2022

Simulation Based Approach for Reconfiguration and Ramp Up Scenario Analysis in Factory Planning.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2022

Knowledge Distillation from Transformers for Low-Complexity Acoustic Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

2021

Learning General Audio Representations With Large-Scale Training of Patchout Audio Transformers.

[BibT_eX]

[DOI]

Proceedings of the HEAR: Holistic Evaluation of Audio Representations, 2021

2019

Carbon monofilament electrodes for unit recording and functional MRI in same subjects.

[BibT_eX]

[DOI]

NeuroImage, 2019

FoSIL - Offensive language classification of German tweets combining SVMs and deep learning techniques.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference on Natural Language Processing, 2019

2018

Line scanning fMRI reveals earlier onset of optogenetically evoked BOLD response in rat somatosensory cortex as compared to sensory stimulation.

[BibT_eX]

[DOI]

NeuroImage, 2018

Rank-based classifiers for extremely high-dimensional gene expression data.

[BibT_eX]

[DOI]

Lyn-Rouven Schirra

Adalbert F. X. Wilhelm

Adv. Data Anal. Classif., 2018

2016

Robust and interpretable classification models for molecular high-throughput data.

[BibT_eX]

[DOI]

PhD thesis, 2016

GiANT: gene set uncertainty in enrichment analysis.

[BibT_eX]

[DOI]

Bioinform., 2016

BiTrinA - multiscale binarization and trinarization with quality analysis.

[BibT_eX]

[DOI]

Bioinform., 2016

Interpretable Classifiers in Precision Medicine: Feature Selection and Multi-class Categorization.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016

2015

Sputnik: <i>ad hoc</i> distributed computation.

[BibT_eX]

[DOI]

Bioinform., 2015

2014

Unlabeling data can improve classification accuracy.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2014

Linear Contrast Classifiers in High-Dimensional Spaces.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014

2012

Three Transductive Set Covering Machines.

[BibT_eX]

[DOI]

Proceedings of the Data Analysis, Machine Learning and Knowledge Discovery, 2012

2011

On the Utility of Partially Labeled Data for Classification of Microarray Data.

[BibT_eX]

[DOI]