Research Output per year
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.
- 4 Similar Profiles
Sound recording
Engineering & Materials Science
Acoustic waves
Engineering & Materials Science
Refractory materials
Engineering & Materials Science
Learning systems
Engineering & Materials Science
Recurrent neural networks
Engineering & Materials Science
Getters
Engineering & Materials Science
Neural networks
Engineering & Materials Science
Condition monitoring
Engineering & Materials Science
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
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 proceeding › Conference contribution › Research › peer-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 proceeding › Conference contribution › Research › peer-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 proceeding › Conference contribution › Research › peer-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 proceeding › Conference contribution › Research › peer-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 proceeding › Conference contribution › Research › peer-review
partitions
propagation
Activities 2010 2018
Efficient Probabilistic Models for Reasoning Under Uncertainty
Franz Pernkopf (Speaker)May 2018
Activity: Talk or presentation › Invited talk › Science to science
Interspeech 2019
Gernot Kubin (Chair), Martin Hagmüller (Chair), Barbara Schuppler (Chair), Franz Pernkopf (Chair)2018 → 2019
Activity: Participation in or organisation of › Conference or symposium (Participation in/Organisation of)
Efficient Probabilistic Models for Reasoning Under Uncertainty
Franz Pernkopf (Speaker)Oct 2017
Activity: Talk or presentation › Invited talk › Science to science
Efficient Probabilistic Models for Reasoning Under Uncertainty
Franz Pernkopf (Speaker)Jun 2017
Activity: Talk or presentation › Invited talk › Science to science
Efficient Probabilistic Models for Cochlea Implants
Franz Pernkopf (Speaker)Jun 2016
Activity: Talk or presentation › Invited talk › Science 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
Fahrzeugverband-Jubiläumsstifung
Franz Pernkopf (Recipient), 1 Jan 2003
Prize: Prizes / Medals / Awards
Projects 2000 2022
InViDia - Intelligent model-based vibration diagnostics for automotive NVH applications
1/01/20 → 30/06/22
Project: Research project
SAHaRA - Smart Accelerated Hardware for Radar Sensors enabling Autonomous Driving
1/11/17 → 31/10/20
Project: Research project
Dependable Internet of Things
Boano, C. A., Kubin, G., Bloem, R., Horn, M., Pernkopf, F., Zakany, N., Mangard, S., Witrisal, K., Römer, K. U., Aichernig, B., Bösch, W., Baunach, M. C., Tappler, M., Malenko, M., Weiser, S., Eichlseder, M., Leitinger, E., Grosinger, J., Großwindhager, B., Ebrahimi, M., Alothman Alterkawi, A. B., Knoll, C., Teschl, R., Saukh, O., Rath, M., Steinberger, M., Steinbauer, G. & Tranninger, M.
1/01/16 → 31/03/22
Project: Research project
Nonlinear Signal Processing
Kubin, G., Hagmüller, M., Witrisal, K., Shutin, D., Vogel, C., Köppl, H., Pernkopf, F. & Feldbauer, C.
1/09/00 → …
Project: Research area