Florian Schmid

40 papers C 1Misc 3Journal 23Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Sound Event Detection with Boundary-Aware Optimization and Inference. CoRR Florian Schmid, Chi Ian Tang, Sanjeel Parekh, Vamsi Krishna Ithapu, Juan Azcarreta Ortiz, Giacomo Ferroni, Yijun Qian, Arnoldas Jasonas, Cosmin Frateanu, Camilla Clark, Gerhard Widmer, Çagdas Bilen
2025	J	`jnl`	Creating a Good Teacher for Knowledge Distillation in Acoustic Scene Classification. CoRR Tobias Morocutti, Florian Schmid, Khaled Koutini, Gerhard Widmer
2025	Misc	`conf`	Effective Pre-Training of Audio Transformers for Sound Event Detection. ICASSP Florian Schmid, Tobias Morocutti, Francesco Foscarin, Jan Schlüter, Paul Primus, Gerhard Widmer
2025	—	`conf`	Exploring Performance-Complexity Trade-Offs in Sound Event Detection Models. EUSIPCO Tobias Morocutti, Florian Schmid, Jonathan Greif, Francesco Foscarin, Gerhard Widmer
2025	J	`jnl`	Exploring Performance-Complexity Trade-Offs in Sound Event Detection. CoRR Tobias Morocutti, Florian Schmid, Jonathan Greif, Francesco Foscarin, Gerhard Widmer
2025	J	`jnl`	Low-Complexity Acoustic Scene Classification with Device Information in the DCASE 2025 Challenge. CoRR Florian Schmid, Paul Primus, Toni Heittola, Annamaria Mesaros, Irene Martín-Morató, Gerhard Widmer
2025	J	`jnl`	On Temporal Guidance and Iterative Refinement in Audio Source Separation. CoRR Tobias Morocutti, Jonathan Greif, Paul Primus, Florian Schmid, Gerhard Widmer
2025	—	`conf`	TACOS: Temporally-aligned Audio CaptiOnS for Language-Audio Pretraining. WASPAA Paul Primus, Florian Schmid, Gerhard Widmer
2025	J	`jnl`	TACOS: Temporally-aligned Audio CaptiOnS for Language-Audio Pretraining. CoRR Paul Primus, Florian Schmid, Gerhard Widmer
2024	J	`jnl`	Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge. CoRR Florian Schmid, Paul Primus, Toni Heittola, Annamaria Mesaros, Irene Martín-Morató, Khaled Koutini, Gerhard Widmer
2024	J	`jnl`	Dynamic Convolutional Neural Networks as Efficient Pre-Trained Audio Models. IEEE ACM Trans. Audio Speech Lang. Process. Florian Schmid, Khaled Koutini, Gerhard Widmer
2024	J	`jnl`	Effective Pre-Training of Audio Transformers for Sound Event Detection. CoRR Florian Schmid, Tobias Morocutti, Francesco Foscarin, Jan Schlüter, Paul Primus, Gerhard Widmer
2024	J	`jnl`	Estimated Audio-Caption Correspondences Improve Language-Based Audio Retrieval. CoRR Paul Primus, Florian Schmid, Gerhard Widmer
2024	J	`jnl`	Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training. CoRR Florian Schmid, Paul Primus, Tobias Morocutti, Jonathan Greif, Gerhard Widmer
2023	—	`conf`	Device-Robust Acoustic Scene Classification via Impulse Response Augmentation. EUSIPCO Tobias Morocutti, Florian Schmid, Khaled Koutini, Gerhard Widmer
2023	J	`jnl`	Device-Robust Acoustic Scene Classification via Impulse Response Augmentation. CoRR Tobias Morocutti, Florian Schmid, Khaled Koutini, Gerhard Widmer
2023	C	`conf`	Domain Transfer for Surface Defect Detection using Few-Shot Learning on Scarce Data. INDIN Felix Gerschner, Jonas Paul, Lukas Schmid, Nico Barthel, Victor Gouromichos, Florian Schmid, Martin Atzmueller, Andreas Theissler
2023	J	`jnl`	Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models. CoRR Florian Schmid, Khaled Koutini, Gerhard Widmer
2023	Misc	`conf`	Efficient Large-Scale Audio Tagging Via Transformer-to-CNN Knowledge Distillation. ICASSP Florian Schmid, Khaled Koutini, Gerhard Widmer
2023	—	`conf`	Low-Complexity Audio Embedding Extractors. EUSIPCO Florian Schmid, Khaled Koutini, Gerhard Widmer
2023	J	`jnl`	Low-Complexity Audio Embedding Extractors. CoRR Florian Schmid, Khaled Koutini, Gerhard Widmer
2023	—	`conf`	Oral History auf dem Weg zu Big Data: menschliche und maschinelle Annotation lebensgeschichtlicher Interviews im Vergleich. DHd Nils Egger, Lina Franken, Dennis Möbus, Florian Schmid
2022	J	`jnl`	Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation. CoRR Florian Schmid, Khaled Koutini, Gerhard Widmer
2022	—	`conf`	Knowledge Distillation from Transformers for Low-Complexity Acoustic Scene Classification. DCASE Florian Schmid, Shahed Masoudian, Khaled Koutini, Gerhard Widmer
2022	J	`jnl`	Learning General Audio Representations with Large-Scale Training of Patchout Audio Transformers. CoRR Khaled Koutini, Shahed Masoudian, Florian Schmid, Hamid Eghbal-zadeh, Jan Schlüter, Gerhard Widmer
2022	Misc	`conf`	Simulation Based Approach for Reconfiguration and Ramp Up Scenario Analysis in Factory Planning. WSC Florian Schmid, Jan Schneidewind, Tobias Wild, Stefan Galka, Lukas Schuhegger, Tobias Vogl
2021	—	`conf`	Learning General Audio Representations With Large-Scale Training of Patchout Audio Transformers. HEAR@NeurIPS Khaled Koutini, Shahed Masoudian, Florian Schmid, Hamid Eghbal-zadeh, Jan Schlüter, Gerhard Widmer
2019	J	`jnl`	Carbon monofilament electrodes for unit recording and functional MRI in same subjects. NeuroImage Miguel R. Chuapoco, ManKin Choy, Florian Schmid, Ben A. Duffy, Hyun Joo Lee, Jin Hyung Lee
2019	—	`conf`	FoSIL - Offensive language classification of German tweets combining SVMs and deep learning techniques. KONVENS Florian Schmid, Justine Thielemann, Anna Mantwill, Jian Xi, Dirk Labudde, Michael Spranger
2018	J	`jnl`	Line scanning fMRI reveals earlier onset of optogenetically evoked BOLD response in rat somatosensory cortex as compared to sensory stimulation. NeuroImage Franziska Albers, Florian Schmid, Lydia Wachsmuth, Cornelius Faber
2018	J	`jnl`	Rank-based classifiers for extremely high-dimensional gene expression data. Adv. Data Anal. Classif. Ludwig Lausser, Florian Schmid, Lyn-Rouven Schirra, Adalbert F. X. Wilhelm, Hans A. Kestler
2016	J	`jnl`	BiTrinA - multiscale binarization and trinarization with quality analysis. Bioinform. Christoph Müssel, Florian Schmid, Tamara J. Blätte, Martin Hopfensitz, Ludwig Lausser, Hans A. Kestler
2016	J	`jnl`	GiANT: gene set uncertainty in enrichment analysis. Bioinform. Florian Schmid, Matthias Schmid, Christoph Müssel, J. Eric Sträng, Christian Buske, Lars Bullinger, Johann M. Kraus, Hans A. Kestler
2016	—	`conf`	Interpretable Classifiers in Precision Medicine: Feature Selection and Multi-class Categorization. ANNPR Lyn-Rouven Schirra, Florian Schmid, Hans A. Kestler, Ludwig Lausser
2016	—	`—`	Robust and interpretable classification models for molecular high-throughput data. Florian Schmid
2015	J	`jnl`	Sputnik: Bioinform. Gunnar Völkel, Ludwig Lausser, Florian Schmid, Johann M. Kraus, Hans A. Kestler
2014	—	`conf`	Linear Contrast Classifiers in High-Dimensional Spaces. ANNPR Florian Schmid, Ludwig Lausser, Hans A. Kestler
2014	J	`jnl`	Unlabeling data can improve classification accuracy. Pattern Recognit. Lett. Ludwig Lausser, Florian Schmid, Matthias Schmid, Hans A. Kestler
2012	—	`conf`	Three Transductive Set Covering Machines. GfKl Florian Schmid, Ludwig Lausser, Hans A. Kestler
2011	—	`conf`	On the Utility of Partially Labeled Data for Classification of Microarray Data. PSL Ludwig Lausser, Florian Schmid, Hans A. Kestler