Matthias Dorfer

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 47

Top Topics

Linear Discriminant

Music Retrieval

Top Venues

Trans. Int. Soc. Music. Inf. Retr.

Publications

Anton R. Fuxjäger, Kristián Kozák, Matthias Dorfer, Patrick M. Blies, Marcel Wasserer
Reinforcement Learning Based Power Grid Day-Ahead Planning and AI-Assisted Control. CoRR (2023)
Matthias Dorfer, Anton R. Fuxjäger, Kristián Kozák, Patrick M. Blies, Marcel Wasserer
Power Grid Congestion Management via Topology Optimization with AlphaZero. CoRR (2022)
Vihang P. Patil, Markus Hofmarcher, Marius-Constantin Dinu, Matthias Dorfer, Patrick M. Blies, Johannes Brandstetter, José Antonio Arjona-Medina, Sepp Hochreiter
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution. ICML (2022)
Marius-Constantin Dinu, Markus Hofmarcher, Vihang P. Patil, Matthias Dorfer, Patrick M. Blies, Johannes Brandstetter, Jose A. Arjona-Medina, Sepp Hochreiter
XAI and Strategy Extraction via Reward Redistribution. xxAI@ICML (2020)
Vihang P. Patil, Markus Hofmarcher, Marius-Constantin Dinu, Matthias Dorfer, Patrick M. Blies, Johannes Brandstetter, Jose A. Arjona-Medina, Sepp Hochreiter
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution. CoRR (2020)
Stefan Balke, Matthias Dorfer, Luis Carvalho, Andreas Arzt, Gerhard Widmer
Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval. ISMIR (2019)
Meinard Müller, Andreas Arzt, Stefan Balke, Matthias Dorfer, Gerhard Widmer
Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies. IEEE Signal Process. Mag. 36 (1) (2019)
Khaled Koutini, Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer
The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification. EUSIPCO (2019)
Khaled Koutini, Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer
The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification. CoRR (2019)
Meinard Müller, Andreas Arzt, Stefan Balke, Matthias Dorfer, Gerhard Widmer
Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies. CoRR (2019)
Andreu Vall, Matthias Dorfer, Hamid Eghbal-zadeh, Markus Schedl, Keki Burjorjee, Gerhard Widmer
Feature-combination hybrid recommender systems for automated music playlist continuation. User Model. User Adapt. Interact. 29 (2) (2019)
Florian Henkel, Stefan Balke, Matthias Dorfer, Gerhard Widmer
Score Following as a Multi-Modal Reinforcement Learning Problem. Trans. Int. Soc. Music. Inf. Retr. 2 (1) (2019)
Stefan Balke, Matthias Dorfer, Luis Carvalho, Andreas Arzt, Gerhard Widmer
Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval. CoRR (2019)
Andreu Vall, Matthias Dorfer, Markus Schedl, Gerhard Widmer
A Hybrid Approach to Music Playlist Continuation Based on Playlist-Song Membership. CoRR (2018)
Matthias Dorfer, Jan Hajic Jr., Andreas Arzt, Harald Frostel, Gerhard Widmer
Learning Audio-Sheet Music Correspondences for Cross-Modal Retrieval and Piece Identification. Trans. Int. Soc. Music. Inf. Retr. 1 (1) (2018)
Matthias Dorfer, Florian Henkel, Gerhard Widmer
Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game. ISMIR (2018)
Matthias Dorfer, Jan Hajic Jr., Gerhard Widmer
Attention as a Perspective for Learning Tempo-invariant Audio Queries. CoRR (2018)
Andreu Vall, Matthias Dorfer, Markus Schedl, Gerhard Widmer
A hybrid approach to music playlist continuation based on playlist-song membership. SAC (2018)
Matthias Dorfer, Gerhard Widmer
Training general-purpose audio tagging networks with noisy labels and iterative self-verification. DCASE (2018)
Matthias Dorfer, Jan Schlüter, Andreu Vall, Filip Korzeniowski, Gerhard Widmer
End-to-end cross-modality retrieval with CCA projections and pairwise ranking loss. Int. J. Multim. Inf. Retr. 7 (2) (2018)
Matthias Dorfer, Florian Henkel, Gerhard Widmer
Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game. CoRR (2018)
Jan Hajic Jr., Matthias Dorfer, Gerhard Widmer, Pavel Pecina
Towards Full-Pipeline Handwritten OMR with Musical Symbol Detection by U-Nets. ISMIR (2018)
Matthias Dorfer, Jan Schlüter, Andreu Vall, Filip Korzeniowski, Gerhard Widmer
End-to-End Cross-Modality Retrieval with CCA Projections and Pairwise Ranking Loss. CoRR (2017)
Andreu Vall, Hamid Eghbal-zadeh, Matthias Dorfer, Markus Schedl, Gerhard Widmer
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 (2017)
Andreu Vall, Hamid Eghbal-zadeh, Matthias Dorfer, Markus Schedl
Music Playlist Continuation by Learning from Hand-Curated Examples and Song Features. CoRR (2017)
Hamid Eghbal-zadeh, Bernhard Lehner, Matthias Dorfer, Gerhard Widmer
A hybrid approach with multi-channel i-vectors and convolutional neural networks for acoustic scene classification. EUSIPCO (2017)
Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer
Deep Within-Class Covariance Analysis for Acoustic Scene Classification. CoRR (2017)
Richard Vogl, Matthias Dorfer, Gerhard Widmer, Peter Knees
Drum Transcription via Joint Beat and Drum Modeling Using Convolutional Recurrent Neural Networks. ISMIR (2017)
Hamid Eghbal-zadeh, Bernhard Lehner, Matthias Dorfer, Gerhard Widmer
A Hybrid Approach with Multi-channel I-Vectors and Convolutional Neural Networks for Acoustic Scene Classification. CoRR (2017)
Matthias Dorfer, Andreas Arzt, Gerhard Widmer
Learning Audio - Sheet Music Correspondences for Score Identification and Offline Alignment. CoRR (2017)
Matthias Dorfer, Jan Hajic, Gerhard Widmer
On the Potential of Fully Convolutional Neural Networks for Musical Symbol Detection. GREC@ICDAR (2017)
Matthias Dorfer, Andreas Arzt, Gerhard Widmer
Learning Audio-Sheet Music Correspondences for Score Identification and Offline Alignment. ISMIR (2017)
Khaled Koutini, Alina Imenina, Matthias Dorfer, Alexander Gruber, Markus Schedl
MediaEval 2017 AcousticBrainz Genre Task: Multilayer Perceptron Approach. MediaEval (2017)
Richard Vogl, Matthias Dorfer, Peter Knees
Drum transcription from polyphonic music with recurrent neural networks. ICASSP (2017)
Andreas Arzt, Matthias Dorfer
Aktuelle Entwicklungen in der Automatischen Musikverfolgung. CoRR (2017)
Andreas Arzt, Matthias Dorfer
Aktuelle Entwicklungen in der Automatischen Musikverfolgung. GI-Jahrestagung (2017)
Matthias Dorfer, Andreas Arzt, Gerhard Widmer
Towards Score Following in Sheet Music Images. CoRR (2016)
Richard Vogl, Matthias Dorfer, Peter Knees
Recurrent Neural Networks for Drum Transcription. ISMIR (2016)
Florian Krebs, Sebastian Böck, Matthias Dorfer, Gerhard Widmer
Downbeat Tracking Using Beat Synchronous Features with Recurrent Neural Networks. ISMIR (2016)
Matthias Dorfer, Rainer Kelz, Gerhard Widmer
Deep Linear Discriminant Analysis. ICLR (Poster) (2016)
Matthias Dorfer, Julian Mattes
Recursive water flow: A shape decomposition approach for cell clump splitting. ISBI (2016)
Matthias Dorfer, Andreas Arzt, Sebastian Böck, Amaury Durand, Gerhard Widmer
Live Score Following on Sheet Music Images. CoRR (2016)
Matthias Dorfer, Andreas Arzt, Gerhard Widmer
Towards Score Following In Sheet Music Images. ISMIR (2016)
Rainer Kelz, Matthias Dorfer, Filip Korzeniowski, Sebastian Böck, Andreas Arzt, Gerhard Widmer
On the Potential of Simple Framewise Approaches to Piano Transcription. CoRR (2016)
Matthias Dorfer, Tomas Kazmar, Matej Smíd, Sanchit Sing, Julia Kneißl, Simone Keller, Olivier Debeir, Birgit Luber, Julian Mattes
Associating approximate paths and temporal sequences of noisy detections: Application to the recovery of spatio-temporal cancer cell trajectories. Medical Image Anal. 27 (2016)
Rainer Kelz, Matthias Dorfer, Filip Korzeniowski, Sebastian Böck, Andreas Arzt, Gerhard Widmer
On the Potential of Simple Framewise Approaches to Piano Transcription. ISMIR (2016)
Matthias Dorfer, Andreas Arzt, Gerhard Widmer
Towards End-to-End Audio-Sheet-Music Retrieval. CoRR (2016)
Markus Krenn, Matthias Dorfer, Oscar Alfonso Jiménez del Toro, Henning Müller, Bjoern H. Menze, Marc-André Weber, Allan Hanbury, Georg Langs
Creating a Large-Scale Silver Corpus from Multiple Algorithmic Segmentations. MCV@MICCAI (2015)
Matthias Dorfer, René Donner, Georg Langs
Constructing an Un-biased Whole Body Atlas from Clinical Imaging Data by Fragment Bundling. MICCAI (1) (2013)
Heinrich Garn, Markus Waser, Manuel Lechner, Matthias Dorfer, Dieter Grossegger
Robust, automatic real-time monitoring of the time course of the individual alpha frequency in the time and frequency domain. EMBC (2012)