Franz‐Josef Pfreundt

Fraunhofer Institute for Industrial Mathematics — Germany

Computer Science · Physical Sciences

12h-index612citations74works3.02yr avg
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Research Topics

Distributed and Parallel Computing Systems(15), Generative Adversarial Networks and Image Synthesis(13), Advanced Neural Network Applications(12), Parallel Computing and Optimization Techniques(12), Advanced Image Processing Techniques(9)

Publications74 total

Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets
Lecture notes in computer science·2025· 6 cited
Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets
arXiv (Cornell University)·2024Open Access
Module Intersection for the Integration-by-Parts Reduction of Multi-Loop Feynman Integrals
2022· 11 citedOpen Access
The HighPerMeshes framework for numerical algorithms on unstructured grids
Concurrency and Computation Practice and Experience·2021· 3 citedOpen Access
SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain
2021· 6 citedOpen Access
Estimating the Robustness of Classification Models by the Structure of the Learned Feature-Space
arXiv (Cornell University)·2021· 1 citedOpen Access
SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier\n Domain
arXiv (Cornell University)·2021· 1 citedOpen Access
Local Facial Attribute Transfer through Inpainting
2021· 2 citedOpen Access
Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches
2021· 11 cited
Latent Space Conditioning on Generative Adversarial Networks
2021Open Access
HighPerMeshes – A Domain-Specific Language for Numerical Algorithms on Unstructured Grids
Lecture notes in computer science·2021
Combining Transformer Generators with Convolutional Discriminators
Lecture notes in computer science·2021· 3 citedOpen Access
Stabilizing GANs with Soft Octave Convolutions
2021· 2 citedOpen Access
A Two-Stage Minimum Cost Multicut Approach to Self-supervised Multiple Person Tracking
Lecture notes in computer science·2021· 10 cited
Local Facial Attribute Transfer through Inpainting
Opus-HSO (Offenburg University of Applied Sciences)·2021
Latent Space Conditioning on Generative Adversarial Networks
Opus-HSO (Offenburg University of Applied Sciences)·2021· 1 citedOpen Access
Stabilizing GANs with Octave Convolutions
Opus-HSO (Offenburg University of Applied Sciences)·2021Open Access
Combining Transformer Generators with Convolutional Discriminators
Opus-HSO (Offenburg University of Applied Sciences)·2021· 10 cited
Module Intersection for the Integration-by-Parts Reduction of Multi-Loop Feynman Integrals
arXiv (Cornell University)·2020· 3 citedOpen Access
Synthesizing seismic diffractions using a generative adversarial network
2020· 5 cited
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Frequent Co-authors

Janis Keuper(22), Ricard Durall(10), Mirko Rahn(10), Wolfram Decker(6), Margret Keuper(5), Mathias Dalheimer(5), Carsten Lojewski(5), Dominik Marek Loroch(4), Norbert Wehn(4), Janko Boehm(4), Kalun Ho(4), Dominik Bendle(3), Alessandro Georgoudis(3), Yang Zhang(3), Anne Frühbis-Krüger(3), Lukas Ristau(3), V. Fuetterling(3), Janko Böhm(2), Daniel Grünewald(2), Christian Simmendinger(2)