Matthias Dorfer

52 papers A* 2Misc 2Journal 27Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AB-UPT: Scaling Neural CFD Surrogates for High- Fidelity Automotive Aerodynamics Simulations via Anchored- Branched Universal Physics Transformers. Trans. Mach. Learn. Res. Benedikt Alkin, Maurits Bleeker, Richard Kurle, Tobias Kronlachner, Reinhard Sonnleitner, Matthias Dorfer, Johannes Brandstetter
2025	J	`jnl`	NeuralCFD: Deep Learning on High-Fidelity Automotive Aerodynamics Simulations. CoRR Maurits Bleeker, Matthias Dorfer, Tobias Kronlachner, Reinhard Sonnleitner, Benedikt Alkin, Johannes Brandstetter
2023	J	`jnl`	Reinforcement Learning Based Power Grid Day-Ahead Planning and AI-Assisted Control. CoRR Anton R. Fuxjäger, Kristián Kozák, Matthias Dorfer, Patrick M. Blies, Marcel Wasserer
2022	A*	`conf`	Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution. ICML Vihang Patil, Markus Hofmarcher, Marius-Constantin Dinu, Matthias Dorfer, Patrick M. Blies, Johannes Brandstetter, José Antonio Arjona-Medina, Sepp Hochreiter
2022	J	`jnl`	Power Grid Congestion Management via Topology Optimization with AlphaZero. CoRR Matthias Dorfer, Anton R. Fuxjäger, Kristián Kozák, Patrick M. Blies, Marcel Wasserer
2020	J	`jnl`	Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution. CoRR Vihang Prakash Patil, Markus Hofmarcher, Marius-Constantin Dinu, Matthias Dorfer, Patrick M. Blies, Johannes Brandstetter, Jose A. Arjona-Medina, Sepp Hochreiter
2020	—	`conf`	XAI and Strategy Extraction via Reward Redistribution. xxAI@ICML Marius-Constantin Dinu, Markus Hofmarcher, Vihang Prakash Patil, Matthias Dorfer, Patrick M. Blies, Johannes Brandstetter, Jose A. Arjona-Medina, Sepp Hochreiter
2019	J	`jnl`	Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies. CoRR Meinard Müller, Andreas Arzt, Stefan Balke, Matthias Dorfer, Gerhard Widmer
2019	J	`jnl`	Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies. IEEE Signal Process. Mag. Meinard Müller, Andreas Arzt, Stefan Balke, Matthias Dorfer, Gerhard Widmer
2019	J	`jnl`	Feature-combination hybrid recommender systems for automated music playlist continuation. User Model. User Adapt. Interact. Andreu Vall, Matthias Dorfer, Hamid Eghbal-zadeh, Markus Schedl, Keki Burjorjee, Gerhard Widmer
2019	—	`conf`	Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval. ISMIR Stefan Balke, Matthias Dorfer, Luís Carvalho, Andreas Arzt, Gerhard Widmer
2019	J	`jnl`	Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval. CoRR Stefan Balke, Matthias Dorfer, Luís Carvalho, Andreas Arzt, Gerhard Widmer
2019	J	`jnl`	Score Following as a Multi-Modal Reinforcement Learning Problem. Trans. Int. Soc. Music. Inf. Retr. Florian Henkel, Stefan Balke, Matthias Dorfer, Gerhard Widmer
2019	—	`conf`	The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification. EUSIPCO Khaled Koutini, Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer
2019	J	`jnl`	The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification. CoRR Khaled Koutini, Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer
2018	J	`jnl`	A Hybrid Approach to Music Playlist Continuation Based on Playlist-Song Membership. CoRR Andreu Vall, Matthias Dorfer, Markus Schedl, Gerhard Widmer
2018	Misc	`conf`	A hybrid approach to music playlist continuation based on playlist-song membership. SAC Andreu Vall, Matthias Dorfer, Markus Schedl, Gerhard Widmer
2018	J	`jnl`	Attention as a Perspective for Learning Tempo-invariant Audio Queries. CoRR Matthias Dorfer, Jan Hajic Jr., Gerhard Widmer
2018	J	`jnl`	End-to-end cross-modality retrieval with CCA projections and pairwise ranking loss. Int. J. Multim. Inf. Retr. Matthias Dorfer, Jan Schlüter, Andreu Vall, Filip Korzeniowski, Gerhard Widmer
2018	J	`jnl`	Learning Audio-Sheet Music Correspondences for Cross-Modal Retrieval and Piece Identification. Trans. Int. Soc. Music. Inf. Retr. Matthias Dorfer, Jan Hajic Jr., Andreas Arzt, Harald Frostel, Gerhard Widmer
2018	—	`conf`	Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game. ISMIR Matthias Dorfer, Florian Henkel, Gerhard Widmer
2018	J	`jnl`	Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game. CoRR Matthias Dorfer, Florian Henkel, Gerhard Widmer
2018	—	`conf`	Towards Full-Pipeline Handwritten OMR with Musical Symbol Detection by U-Nets. ISMIR Jan Hajic Jr., Matthias Dorfer, Gerhard Widmer, Pavel Pecina
2018	—	`conf`	Training general-purpose audio tagging networks with noisy labels and iterative self-verification. DCASE Matthias Dorfer, Gerhard Widmer
2017	J	`jnl`	A Hybrid Approach with Multi-channel I-Vectors and Convolutional Neural Networks for Acoustic Scene Classification. CoRR Hamid Eghbal-zadeh, Bernhard Lehner, Matthias Dorfer, Gerhard Widmer
2017	—	`conf`	A hybrid approach with multi-channel i-vectors and convolutional neural networks for acoustic scene classification. EUSIPCO Hamid Eghbal-zadeh, Bernhard Lehner, Matthias Dorfer, Gerhard Widmer
2017	—	`conf`	Aktuelle Entwicklungen in der Automatischen Musikverfolgung. GI-Jahrestagung Andreas Arzt, Matthias Dorfer
2017	J	`jnl`	Aktuelle Entwicklungen in der Automatischen Musikverfolgung. CoRR Andreas Arzt, Matthias Dorfer
2017	J	`jnl`	Deep Within-Class Covariance Analysis for Acoustic Scene Classification. CoRR Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer
2017	—	`conf`	Drum Transcription via Joint Beat and Drum Modeling Using Convolutional Recurrent Neural Networks. ISMIR Richard Vogl, Matthias Dorfer, Gerhard Widmer, Peter Knees
2017	Misc	`conf`	Drum transcription from polyphonic music with recurrent neural networks. ICASSP Richard Vogl, Matthias Dorfer, Peter Knees
2017	J	`jnl`	End-to-End Cross-Modality Retrieval with CCA Projections and Pairwise Ranking Loss. CoRR Matthias Dorfer, Jan Schlüter, Andreu Vall, Filip Korzeniowski, Gerhard Widmer
2017	J	`jnl`	Learning Audio - Sheet Music Correspondences for Score Identification and Offline Alignment. CoRR Matthias Dorfer, Andreas Arzt, Gerhard Widmer
2017	—	`conf`	Learning Audio-Sheet Music Correspondences for Score Identification and Offline Alignment. ISMIR Matthias Dorfer, Andreas Arzt, Gerhard Widmer
2017	—	`conf`	MediaEval 2017 AcousticBrainz Genre Task: Multilayer Perceptron Approach. MediaEval Khaled Koutini, Alina Imenina, Matthias Dorfer, Alexander Gruber, Markus Schedl
2017	J	`jnl`	Music Playlist Continuation by Learning from Hand-Curated Examples and Song Features. CoRR Andreu Vall, Hamid Eghbal-zadeh, Matthias Dorfer, Markus Schedl
2017	—	`conf`	Music Playlist Continuation by Learning from Hand-Curated Examples and Song Features: Alleviating the Cold-Start Problem for Rare and Out-of-Set Songs. DLRS@RecSys Andreu Vall, Hamid Eghbal-zadeh, Matthias Dorfer, Markus Schedl, Gerhard Widmer
2017	—	`conf`	On the Potential of Fully Convolutional Neural Networks for Musical Symbol Detection. GREC@ICDAR Matthias Dorfer, Jan Hajic Jr., Gerhard Widmer
2016	J	`jnl`	Associating approximate paths and temporal sequences of noisy detections: Application to the recovery of spatio-temporal cancer cell trajectories. Medical Image Anal. Matthias Dorfer, Tomas Kazmar, Matej Smíd, Sanchit Sing, Julia Kneißl, Simone Keller, Olivier Debeir, Birgit Luber, Julian Mattes
2016	A*	`conf`	Deep Linear Discriminant Analysis. ICLR (Poster) Matthias Dorfer, Rainer Kelz, Gerhard Widmer
2016	—	`conf`	Downbeat Tracking Using Beat Synchronous Features with Recurrent Neural Networks. ISMIR Florian Krebs, Sebastian Böck, Matthias Dorfer, Gerhard Widmer
2016	J	`jnl`	Live Score Following on Sheet Music Images. CoRR Matthias Dorfer, Andreas Arzt, Sebastian Böck, Amaury Durand, Gerhard Widmer
2016	—	`conf`	On the Potential of Simple Framewise Approaches to Piano Transcription. ISMIR Rainer Kelz, Matthias Dorfer, Filip Korzeniowski, Sebastian Böck, Andreas Arzt, Gerhard Widmer
2016	J	`jnl`	On the Potential of Simple Framewise Approaches to Piano Transcription. CoRR Rainer Kelz, Matthias Dorfer, Filip Korzeniowski, Sebastian Böck, Andreas Arzt, Gerhard Widmer
2016	—	`conf`	Recurrent Neural Networks for Drum Transcription. ISMIR Richard Vogl, Matthias Dorfer, Peter Knees
2016	—	`conf`	Recursive water flow: A shape decomposition approach for cell clump splitting. ISBI Matthias Dorfer, Julian Mattes
2016	J	`jnl`	Towards End-to-End Audio-Sheet-Music Retrieval. CoRR Matthias Dorfer, Andreas Arzt, Gerhard Widmer
2016	—	`conf`	Towards Score Following In Sheet Music Images. ISMIR Matthias Dorfer, Andreas Arzt, Gerhard Widmer
2016	J	`jnl`	Towards Score Following in Sheet Music Images. CoRR Matthias Dorfer, Andreas Arzt, Gerhard Widmer
2015	—	`conf`	Creating a Large-Scale Silver Corpus from Multiple Algorithmic Segmentations. MCV@MICCAI Markus Krenn, Matthias Dorfer, Oscar Alfonso Jiménez del Toro, Henning Müller, Bjoern H. Menze, Marc-André Weber, Allan Hanbury, Georg Langs
2013	—	`conf`	Constructing an Un-biased Whole Body Atlas from Clinical Imaging Data by Fragment Bundling. MICCAI (1) Matthias Dorfer, René Donner, Georg Langs
2012	—	`conf`	Robust, automatic real-time monitoring of the time course of the individual alpha frequency in the time and frequency domain. EMBC Heinrich Garn, Markus Waser, Manuel Lechner, Matthias Dorfer, Dieter Grossegger