Franz Pernkopf

Univ.-Prof. Dipl.-Ing. Dr.mont.

19992022
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Fingerprint 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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Research Output 1999 2019

Acoustic Scene Classification Using Deep Mixture of Pre-trained Convolutional Neural Networks

Nguyen, T. K. T., Pernkopf, F. & Fuchs, A., 2019, IEEE International Conference on Machine Learning and Applications.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Acoustic Scene Classification with Mismatched Devices Using CliqueNets and Mixup Data Augmentation

Nguyen, T. K. T. & Pernkopf, F., 2019, Interspeech.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Acoustic Scene Classification with Mismatched Recording Devices Using Mixture of Experts Layers

Nguyen, T. K. T. & Pernkopf, F., 2019, IEEE International Conference on Multimedia and Expo (ICME).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Bayesian Learning of Sum-Product Networks

Trapp, M., Peharz, R., Ge, H., Pernkopf, F. & Ghaharamani, Z., 2019, Neural Information Processing (NeurIPS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Belief Propagation: Accurate Marginals or Accurate Partition Function - Where is the Difference?

Knoll, C. & Pernkopf, F., 23 Jul 2019, Uncertainty in Artificial Intelligence.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

partitions
propagation

Activities 2010 2018

  • 4 Invited talk
  • 3 Talk at conference or symposium
  • 1 Conference or symposium (Participation in/Organisation of)
  • 1 Talk at workshop, seminar or course

Efficient Probabilistic Models for Reasoning Under Uncertainty

Franz Pernkopf (Speaker)
May 2018

Activity: Talk or presentationInvited talkScience to science

Interspeech 2019

Gernot Kubin (Chair), Martin Hagmüller (Chair), Barbara Schuppler (Chair), Franz Pernkopf (Chair)
20182019

Activity: Participation in or organisation ofConference or symposium (Participation in/Organisation of)

Efficient Probabilistic Models for Reasoning Under Uncertainty

Franz Pernkopf (Speaker)
Oct 2017

Activity: Talk or presentationInvited talkScience to science

Efficient Probabilistic Models for Reasoning Under Uncertainty

Franz Pernkopf (Speaker)
Jun 2017

Activity: Talk or presentationInvited talkScience to science

Efficient Probabilistic Models for Cochlea Implants

Franz Pernkopf (Speaker)
Jun 2016

Activity: Talk or presentationInvited talkScience to science

Prizes

Best Paper Award: The 31st IFIP International Conference on Testing Software and Systems

Bernhard Aichernig (Recipient), Roderick Bloem (Recipient), Masoud Ebrahimi (Recipient), Martin Horn (Recipient), Franz Pernkopf (Recipient), Wolfgang Roth (Recipient), Astrid Rupp (Recipient), Martin Tappler (Recipient) & Markus Tranninger (Recipient), Oct 2019

Prize: Prizes / Medals / Awards

Erfinder der TU Graz

Franz Pernkopf (Recipient), Michael Wohlmayr (Recipient) & Michael Stark (Recipient), 18 Oct 2011

Prize: Prizes / Medals / Awards

Erwin-Wenzel-Preis

Franz Pernkopf (Recipient), 1 Jan 2002

Prize: Prizes / Medals / Awards

Fahrzeugverband-Jubiläumsstifung

Franz Pernkopf (Recipient), 1 Jan 2003

Prize: Prizes / Medals / Awards

Fred Margulis Preis

Franz Pernkopf (Recipient), 1 Jan 2002

Prize: Prizes / Medals / Awards

Projects 2000 2022