Medizinische Universität Graz Austria/Österreich - Forschungsportal - Medical University of Graz
Peharz Robert |
Präsentationen bei wissenschaftlichen und nicht-wissenschaftlichen Veranstaltungen
Marschik, PB; Zhang, D; Winter, T; Peharz, R; Pokorny, FB; Tomantschger, I; Einspieler, C
GMApp - The Developing Brain and the Developing World at Hand.
Tag des Zentrums für Physiologische Medizin (2016); MAR 31, 2016; Graz, AUSTRIA. 2016.
[Poster]
Marschik, PB; Zhang, D; Winter, T; Tomantschger, I; Peharz, R; Pokorny, FB; Einspieler, C.
Smartphone Solutions for Precision Medicine: GMApp - The Developing Brain and the Developing World at Hand.
Grand Challenges Explorations. Annual Meeting. Bill and Melinda Gates Foundation.; OCT 23-26; London, AUSTRIA. 2016.
[Oral Communication]
Peharz, R; Einspieler, C; Pokorny, F; Krieber, M; Tomantschger, I; Langmann, L; Marschik, P
Objectifying the 3-Month Transformation
Tag des Zentrums für Physiologische Medizin (2016); MAR 31, 2016; Graz. 2016.
[Poster]
Peharz, R; Einspieler, C; Pokorny, FB; Krieber, M; Tomantschger, I; Langmann, L; Vogrinec, G; Marschik, PB
The 3-month transformation meets computational physiology.
ÖPG-Symposium 2016; OCT 6-7, 2016; Graz, AUSTRIA. 2016.
[Poster]
Pokorny, FB; Bartl-Pokorny, KD; Zappella, M; Esposito, G; Peharz, R; Einspieler, C; Schuller, BW; Marschik, PB
The prodrome of autism spectrum disorder: A developmental and signal analytical view of pre-linguistic vocalisations
Tag des Zentrums für Physiologische Medizin (2016); MAR 31, 2016; Graz, AUSTRIA. 2016.
[Poster]
Pokorny, FB; Peharz, R; Roth, W; Zöhrer, M; Pernkopf, F; Marschik, PB; Schuller, BW
Manually versus automated: the challenging routine of infant vocalisation segmentation in home videos to study neuro(mal)development.
Abstract book of the 17th annual conference of the International Speech Communication Association, Interspeech 2016. 2016; 187-187.-17th annual conference of the International Speech Communication Association, Interspeech 2016; SEP 8-12, 2016; San Francisco, USA.
[Poster]
Pokorny, FB; Schuller, BW; Peharz, R; Pernkopf, F; Bartl-Pokorny, KD; Einspieler, C; Marschik, PB
Retrospektive Analyse frühkindlicher Lautäußerungen in „Home-Videos“: Ein signalanalytischer Ansatz zur Früherkennung von Entwicklungsstörungen.
42. Österreichische Linguistiktagung (ÖLT42); NOV 18-20, 2016; Graz, AUSTRIA. 2016.
[Oral Communication]
Pokorny, FB; Schuller, BW; Peharz, R; Pernkopf, F; Bartl-Pokorny, KD; Einspieler, C; Marschik, PB
Contributing to the early identification of neurodevelopmental disorders: The retrospective analysis of pre-linguistic vocalisations in home video material.
IX Congreso Internacional y XIV Nacional de Psicología Clínica. 2016; 436-436.-IX Congreso Internacional y XIV Nacional de Psicología Clínica; NOV 17-20, 2016; Santander, SPAIN. (ISBN: 978-84-608-9266-3 )
[Oral Communication]
Peharz, R; Tschiatschek, S; Pernkopf, F, Domingos, P
On theoretical properties of sum-product networks
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics. 2015; 744-752.-International Conference on Artificial Intelligence and Statistics ; MAY 9-12, 2015; San Diego, USA.
[Poster]
Zöhrer, M; Peharz, R; Pernkopf, F
On Representation Learning for Artificial Bandwidth Extension.
Proceedings of Interspeech. 2015; -Interspeech; SEP 6-10, 2015; Dresden, Germany.
[Poster]
Peharz, R; Gens, R; Domingos, P
Learning Selective Sum-Product Networks
https://homes.cs.washington.edu/~rcg/papers/lsspn.pdf. 2014; -ICML Workshop on Learning Tractable Probabilistic Models; JUN 26, 2014; Beijing, China.
[Poster]
Peharz, R; Kapeller, G; Pejman, M; Pernkopf, F
Modeling Speech with Sum-Product Networks: Application to Bandwidth Extension
Proc. of ICASSP. 2014; 3699-3703.-IEEE International Conference on Acoustics, Speech, and Signal Processing; MAY 4-9, 2014; Firenze, Italy.
[Poster]
Peharz, R; Geiger, B; Pernkopf, F
Greedy Part-wise Learning of Sum-Product Networks.
Proc. of ECML/PKDD. 2013; 612-627.-European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ; SEP 23-27, 2013; Praha, Czech Republic.
[Oral Communication]
Peharz, R; Tschiatschek, S; Pernkopf, F
The Most Generative Maximum Margin Bayesian Networks
Proc. of ICML. 2013; 235-243.-International Conference on Machine Learning; JUN 16-33, 2013; Atlanta, USA.
[Oral Communication]
Peharz, R; Pernkopf, F
Exact Maximum Margin Structure Learning of Bayesian Networks.
Proceedings of ICML. 2012; -International Conference on Machine Learning (ICML); JUN 25 - JUL 1, 2012; Edinburgh, UK .
[Oral Communication]
Peharz, R; Pernkopf, F
On Linear and MIXMAX Interaction Models for Single Channel Source Separation.
Proceedings of ICASSP. 2012; 249-252.-IEEE International Conference on Acoustics, Speech, and Signal Processing; MAR 25-30,2012; Kyoto, Japan.
[Poster]
Peharz, R; Wohlmayr, M; Pernkopf, F
Gain-robust Multi-pitch Tracking Using Sparse Nonnegative Matrix Factorization.
Proceedings of ICASSP. 2011; 5416-5419.-IEEE International Conference on Acoustics, Speech, and Signal Processing; MAY 22-27, 2011; Praha.
[Poster]
Wohlmayr, M; Peharz, R; Pernkopf, F
Efficient Implementation of Probabilistic Multi-Pitch Tracking.
Proceedings of ICASSP. 2011; 5412-5415.-IEEE International Conference on Acoustics, Speech, and Signal Processing; MAY, 22-27, 2011; Praha, Czech Republic.
[Poster]
Peharz, R; Stark, M; Pernkopf, F;
Sparse nonnegative matrix factorization using ℓ0-constraints.
Proceedings of IEEE MLSP, 2010. 2010; 83-88.-Machine Learning for Signal Processing (MLSP), 2010 IEEE International Workshop on ; Aug. 29 2010-Sept. 1 2010; Kittila, Finnland. (ISBN: 978-1-4244-7875-0 )
[Oral Communication]
FullText
Peharz, R; Stark M; Pernkopf F; Stylianou, Y.
A Factorial Sparse Coder Model for Single Channel Source Separation.
Proceedings of Interspeech 2010. 2010; 386-389.-Interspeech; Sep. 2010; Tokyo, Japan.
[Oral Communication]