Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
GaPaTTA: Gaussian Entropy-Guided Prompt Placement for Test-Time Adaptation in Semantic Segmentation
Lei, J. & Pernkopf, F., 9 Mar 2026, In: Machine Learning. 115, 3, 65.Research output: Contribution to journal › Article › peer-review
Open Access -
Variational Inference of Structured Line Spectra Exploiting Group-Sparsity
Möderl, J., Leitinger, E., Pernkopf, F. & Witrisal, K., 2026, In: IEEE Transactions on Signal Processing. 74, p. 499-513 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Acoustic COVID-19 Detection Using Multiple Instance Learning
Reiter, M. & Franz, P., 2025, In: IEEE Journal of Biomedical and Health Informatics. 29, 1, p. 620-630 11 p.Research output: Contribution to journal › Article › peer-review
-
Avoiding Domain Drift and Constant Predictions with Diffusion Enhanced Vector-Quantized Autoencoders for Temperature Predictions
Lampl, N. M., Machado de Freitas, J., Fuchs, A. & Pernkopf, F., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). IEEE, (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
-
Complex-Valued and Quantized Neural Networks for In-Car Occupancy Detection Using IR-UWB Radar
Klantschnig, L., Witschnig, H. & Pernkopf, F., 2025, 2025 22nd European Radar Conference (EuRAD). IEEE, p. 210-213 4 p. (2025 22nd European Radar Conference, EuRAD 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Activities
-
Resource-efficiency and Robustness in Deep Learning
Pernkopf, F. (Speaker)
2025Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
-
Dependable Intelligent Systems in Harsh Environments
Pernkopf, F. (Speaker)
2025Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
-
Dependable Intelligent Systems in Harsh Environments
Pernkopf, F. (Speaker)
3 Oct 2025Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
-
Uncertainty in Deep Neural Networks
Pernkopf, F. (Speaker)
11 Oct 2023Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
-
Intelligent Systems in Harsh Environments: Research @ TU Graz
Pernkopf, F. (Speaker)
12 Oct 2023Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
Prizes
-
Best Paper Award: The 31st IFIP International Conference on Testing Software and Systems
Aichernig, B. (Recipient), Bloem, R. (Recipient), Ebrahimi, M. (Recipient), Horn, M. (Recipient), Pernkopf, F. (Recipient), Roth, W. (Recipient), Rupp, A. (Recipient), Tappler, M. (Recipient) & Tranninger, M. (Recipient), Oct 2019
Prize: Prizes / Medals / Awards
-
Erfinder der TU Graz
Pernkopf, F. (Recipient), Wohlmayr, M. (Recipient) & Stark, M. (Recipient), 18 Oct 2011
Prize: Prizes / Medals / Awards
-
-
-
-
PRISM - Perceptive Radar Induction via Symbolic Modeling
Pernkopf, F. (Consortium manager resp. coordinator with external organisations) & Pernkopf, F. (Project manager on research unit)
2/06/25 → 31/05/28
Project: Research project
-
CD-Laboratory for Dependable Intelligent Systems in Harsh Environments
Pernkopf, F. (Project manager on research unit) & Pernkopf, F. (Consortium manager resp. coordinator with external organisations)
1/01/23 → 31/12/29
Project: Research project
-
Hybrid20 - Fundamentals for integrated computational material, process and product engineering
Pernkopf, F. (Project manager on research unit)
1/01/22 → 31/12/26
Project: Research project
-
DNN4Rail - Physics-informed Neural Networks for Multibody Dynamics Simulation and its Application to Railway Vehicles
Pernkopf, F. (Project manager on research unit)
1/01/23 → 31/12/23
Project: Research project
-
REPAIR - Robust and ExPlainable AI for Radarsensors
Pernkopf, F. (Project manager on research unit) & Pernkopf, F. (Consortium manager resp. coordinator with external organisations)
1/10/21 → 30/09/24
Project: Research project