Research output per year
Research output per year
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Dive into the research topics where Franz Pernkopf is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Example or Prototype? Learning Concept-Based Explanations in Time Series
Obermair, C., Fuchs, A., Felsberger, L., Pernkopf, F., Apollonio, A. & Wollmann, D., 2023, 2022 Asian Conference on Machine Learning (ACML).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile -
Fast Variational Block-Sparse Bayesian Learning
Möderl, J., Pernkopf, F., Witrisal, K. & Leitinger, E., 1 Jun 2023, (Submitted) In: IEEE Transactions on Signal Processing.Research output: Contribution to journal › Article › peer-review
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Variational Inference of Structured Line Spectra Exploiting Group-Sparsity
Möderl, J., Pernkopf, F., Witrisal, K. & Leitinger, E., 6 Mar 2023, (Submitted) In: IEEE Transactions on Signal Processing.Research output: Contribution to journal › Article › peer-review
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Variational Message Passing-based Respiratory Motion Estimation and Detection Using Radar Signals
Möderl, J., Leitinger, E., Pernkopf, F. & Witrisal, K., 9 May 2023, (E-pub ahead of print) 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing. 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Active Bayesian Causal Inference
Toth, C., Lorch, L., Knoll, C., Krause, A., Pernkopf, F., Peharz, R. & von Kügelgen, J., 2022, (Accepted/In press) NeurIPS 2022 .Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Activities
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IoT, Edge, and Mobilie for Embedded Machine Learning
Franz Pernkopf (Participant)
17 Sep 2021Activity: Participation in or organisation of › Workshop, seminar or course (Participation in/Organisation of)
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22nd Annual Conference of the International Speech Communication Association
Franz Pernkopf (Participant)
30 Aug 2021Activity: Participation in or organisation of › Conference or symposium (Participation in/Organisation of)
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Efficient Probabilistic Models for Reasoning Under Uncertainty
Franz Pernkopf (Speaker)
May 2018Activity: Talk or presentation › Invited talk › Science to science
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20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language
Gernot Kubin (Chair), Martin Hagmüller (Chair), Barbara Schuppler (Chair) & Franz Pernkopf (Chair)
2018 → 2019Activity: Participation in or organisation of › Conference or symposium (Participation in/Organisation of)
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Interspeech (Schweden)
Franz Pernkopf (Visitor)
19 Aug 2017 → 24 Aug 2017Activity: Visiting an external academic institution › Research at external institution
Prizes
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Best Paper Award: The 31st IFIP International Conference on Testing Software and Systems
Aichernig, Bernhard (Recipient), Bloem, Roderick (Recipient), Ebrahimi, Masoud (Recipient), Horn, Martin (Recipient), Pernkopf, Franz (Recipient), Roth, Wolfgang (Recipient), Leitner, Astrid (Recipient), Tappler, Martin (Recipient) & Tranninger, Markus (Recipient), Oct 2019
Prize: Prizes / Medals / Awards
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Erfinder der TU Graz
Pernkopf, Franz (Recipient), Wohlmayr, Michael (Recipient) & Stark, Michael (Recipient), 18 Oct 2011
Prize: Prizes / Medals / Awards
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Fahrzeugverband-Jubiläumsstifung
Pernkopf, Franz (Recipient), 1 Jan 2003
Prize: Prizes / Medals / Awards
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CD-Laboratory for Dependable Intelligent Systems in Harsh Environments
1/01/23 → 31/12/25
Project: Research project
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DNN4Rail - Physics-informed Neural Networks for Multibody Dynamics Simulation and its Application to Railway Vehicles
1/01/23 → 31/12/25
Project: Research project
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Hybrid20 - Fundamentals for integrated computational material, process and product engineering
1/01/22 → 31/12/26
Project: Research project
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