| Year | Title/Author | Document Type |
| 2021 | Combining Transformer Generators with Convolutional Discriminators: Published on arXiv
Durall, Ricard; Frolov, Stanislav; Hees, Jörn; Raue, Federico; Pfreundt, Franz-Josef; Dengel, Andreas; Keuper, Janis | Paper
|
| 2021 | Estimating the Robustness of Classification Models by the Structure of the Learned Feature-Space: Published on arXiv
Ho, Kalun; Pfreundt, Franz-Josef; Keuper, Janis; Keuper, Margret | Paper
|
| 2021 | HighPerMeshes - A Domain-Specific Language for Numerical Algorithms on Unstructured Grids
Alhaddad, Samer; Förstner, Jens; Groth, Stefan; Grünewald, Daniel; Grynko, Yevgen; Hannig, Frank; Kenter, Tobias; Pfreundt, Franz-Josef; Plessl, Christian; Schotte, Merlind; Steinke, Thomas; Teich, Jürgen; Weiser, Martin; Wende, Florian | Conference Paper |
| 2021 | The HighPerMeshes framework for numerical algorithms on unstructured grids
Alhaddad, Samer; Förstner, Jens; Groth, Stefan; Grünewald, Daniel; Grynko, Yevgen; Hannig, Frank; Kenter, Tobias; Pfreundt, Franz-Josef; Plessl, Christian; Schotte, Merlind; Steinke, Thomas; Teich, Jürgen; Weiser, Martin; Wende, Florian | Journal Article
|
| 2021 | Latent Space Conditioning on Generative Adversarial Networks
Durall, Ricard; Ho, Kalun; Pfreundt, Franz-Josef; Keuper, Janis | Conference Paper |
| 2021 | Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches
Ho, Kalun; Keuper, Janis; Pfreundt, Franz-Josef; Keuper, Margret | Conference Paper |
| 2021 | Local facial attribute transfer through inpainting
Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis | Conference Paper |
| 2021 | SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain: Published on arXiv
Harder, Paula; Pfreundt, Franz-Josef; Keuper, Margret; Keuper, Janis | Paper
|
| 2021 | SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain
Harder, Paula; Pfreundt, Franz-Josef; Keuper, Margret; Keuper, Janis | Conference Paper |
| 2021 | Stabilizing GANs with soft octave convolutions
Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis | Conference Paper |
| 2021 | Towards Massively Parallel Computations in Algebraic Geometry
Böhm, Janko; Decker, Wolfram; Frühbis-Krüger, Anne; Pfreundt, Franz-Josef; Rahn, Mirko; Ristau, Lukas | Journal Article |
| 2021 | A Two-Stage Minimum Cost Multicut Approach to Self-Supervised Multiple Person Tracking
Ho, Kalun; Kardoost, Amirhossein; Pfreundt, Franz-Josef; Keuper, Janis; Keuper, Margret | Conference Paper |
| 2020 | Ad Hoc File Systems for High-Performance Computing
Brinkmann, A.; Mohror, K.; Yu, W.; Carns, P.; Cortes, T.; Klasky, S.A.; Miranda, A.; Pfreundt, F.-J.; Ross, R.B.; Vef, M.-A. | Journal Article |
| 2020 | Integration-by-parts reductions of Feynman integrals using Singular and GPI-Space
Bendle, D.; Böhm, J.; Decker, W.; Georgoudis, A.; Pfreundt, F.-J.; Rahn, M.; Wasser, P.; Zhang, Y. | Journal Article
|
| 2020 | Latent Space Conditioning on Generative Adversarial Networks: Published on arXiv
Durall, Ricard; Ho, Kalun; Pfreundt, Franz-Josef; Keuper, Janis | Paper
|
| 2020 | Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches: Published on arXiv
Ho, Kalun; Keuper, Janis; Pfreundt, Franz-Josef; Keuper, Margret | Paper
|
| 2020 | Local Facial Attribute Transfer through Inpainting: Published on arXiv
Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis | Paper
|
| 2020 | Module Intersection for the Integration-by-Parts Reduction of Multi-Loop Feynman Integrals: Published on arXiv
Bendle, Dominik; Boehm, Janko; Decker, Wolfram; Georgoudis, Alessandro; Pfreundt, Franz-Josef; Rahn, Mirko; Zhang, Yang | Presentation
|
| 2020 | Synthesizing seismic diffractions using a generative adversarial network
Durall, Ricard; Tschannen, Valentin; Pfreundt, Franz-Josef; Keuper, Janis | Journal Article |
| 2020 | Unmasking DeepFakes with simple Features: Published on arXiv
Durall, Ricard; Keuper, Margret; Pfreundt, Franz-Josef; Keuper, Janis | Paper
|
| 2019 | GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks: Published on arXiv
Chatzimichailidis, Avraam; Pfreundt, Franz-Josef; Gauger, Nicolas R.; Keuper, Janis | Paper
|
| 2019 | Object Segmentation Using Pixel-Wise Adversarial Loss
Durall, Ricard; Pfreundt, Franz-Josef; Köthe, Ullrich; Keuper, Janis | Conference Paper |
| 2019 | Scalable hyperparameter optimization with lazy gaussian processes
Ram, Raju; Müller, Sabine; Pfreundt, Franz-Josef; Gauger, Nicolas R.; Keuper, Janis | Conference Paper |
| 2019 | Semi Few-Shot Attribute Translation: Published on arXiv
Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis | Paper
|
| 2019 | Sparsity in Deep Neural Networks - An Empirical Investigation with TensorQuant
Loroch, Dominik Marek; Pfreundt, Franz-Josef; Wehn, Norbert; Keuper, Janis | Conference Paper |
| 2019 | Stabilizing GANs with Octave Convolutions: Published on arXiv
Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis | Paper
|
| 2018 | Towards Massively Parallel Computations in Algebraic Geometry: Published on arXiv
Boehm, Janko; Decker, Wolfram; Frühbis-Krüger, Anne; Pfreundt, Franz-Josef; Rahn, Mirko; Ristau, Lukas | Paper
|
| 2017 | Accelerated single ray tracing for wide vector units
Fütterling, Valentin; Lojewski, Carsten; Pfreundt, Franz-Josef; Hamann, Bernd; Ebert, Achim | Conference Paper
|
| 2017 | ALOMA, an auto-parallelization tool for seismic processing
Merten, Dirk; Pfreundt, Franz-Josef | Conference Paper |
| 2017 | GASPI/GPI in-memory check pointing library
Bartsch, Valeria; Machado, Rui; Rahn, Mirko; Merten, Dirk; Pfreundt, Franz-Josef | Conference Paper |
| 2017 | TensorQuant. A simulation toolbox for deep neural network quantization
Loroch, Dominik; Pfreundt, Franz-Josef; Wehn, Norbert; Keuper, Janis | Conference Paper |
| 2017 | Using GPI-2 for distributed memory paralleliziation of the caffe toolbox to speed up deep neural network training
Kühn, Martin; Keuper, Janis; Pfreundt, Franz-Josef | Conference Paper
|
| 2016 | Parallel spatial splits in bounding volume hierarchies
Fütterling, Valentin; Lojewski, Carsten; Pfreundt, Franz-Josef; Ebert, Achim | Conference Paper |
| 2015 | Asynchronous parallel stochastic gradient descent: A numeric core for scalable distributed machine learning algorithms. Published on arXiv
Keuper, Janis; Pfreundt, Franz-Josef | Paper
|
| 2015 | Asynchronous parallel stochastic gradient descent: A numeric core for scalable distributed machine learning algorithms
Keuper, Janis; Pfreundt, Franz-Josef | Conference Paper |
| 2015 | Balancing the communication load of asynchronously parallelized machine learning algorithms: Published on arXiv
Keuper, Janis; Pfreundt, Franz-Josef | Paper
|
| 2015 | Efficient ray tracing kernels for modern CPU architectures
Fuetterling, Valentin; Lojewski, Carsten; Pfreundt, Franz-Josef; Ebert, Achim | Journal Article
|
| 2015 | Task-based parallel sparse matrix-vector multiplication (SpMVM) with GPI-2
Stoyanov, Dimitar; Machado, Rui; Pfreundt, Franz-Josef | Conference Paper |
| 2014 | FRTM - a productive framework for reverse time migration
Gruenewald, D.; Ettrich, N.; Rahn, M.; Pfreundt, F.J. | Conference Paper |
| 2014 | High-Performance Delaunay Triangulation for Many-Core Computers
Fütterling, V.; Lojewski, C.; Pfreundt, F.-J. | Conference Paper |
| 2014 | Hybrid-parallel sparse matrix-vector multiplication and iterative linear solvers with the communication library GPI
Stoyanov, D.; Pfreundt, F.-J. | Journal Article
|
| 2014 | Infiniband-verbs on GPU: A case study of controlling an infiniband network device from the GPU
Oden, L.; Fröning, H.; Pfreundt, F.-J. | Conference Paper |
| 2014 | MapReduce in GPI-space
Rotaru, T.; Rahn, M.; Pfreundt, F.-J. | Conference Paper |
| 2013 | GASPI - a partitioned global address space programming interface
Alrutz, T.; Backhaus, J.; Brandes, T.; End, V.; Gerhold, T.; Geiger, A.; Grünewald, D.; Heuveline, V.; Jägersküpper, J.; Knüpfer, A.; Krzikalla, O.; Kügeler, E.; Lojewski, C.; Lonsdale, G.; Müller-Pfefferkorn, R.; Nagel, W.; Oden, L.; Pfreundt, F.-J.; Rahn, M.; Sattler, M.; Schmidtobreick, M.; Schiller, A.; Simmendinger, C.; Soddemann, T.; Sutmann, G.; Weber, H.; Weiss, J.-P. | Conference Paper |
| 2011 | Hardware/software co-design for energy-efficient seismic modeling
Krueger, J.; Donofrio, D.; Shalf, J.; Mohiyuddin, M.; Williams, S.; Oliker, L.; Pfreundt, F.-J. | Conference Paper |
| 2011 | Unbalanced tree search on a manycore system using the GPI programming model
Machado, R.; Lojewski, C.; Abreu, S.; Pfreundt, F.-J. | Journal Article |
| 2010 | Monitoring service level agreements in grids with support of a grid benchmarking service
Oliveira, E. de; Pfreundt, F.-J. | Conference Paper |
| 2010 | Service-oriented middleware for financial Monte Carlo simulations on the cell broadband engine
Rotaru, T.; Dalheimer, M.; Pfreundt, F.-J. | Journal Article |
| 2009 | GenLM: License management for grid and cloud computing environments
Dalheimer, M.; Pfreundt, F.-J. | Conference Paper |
| 2008 | Formal verification of a grid resource allocation protocol
Dalheimer, M.; Pfreundt, F.-J.; Merz, P. | Conference Paper |
| 2008 | Fraunhofer Enterprise Grids: Business Cases
Weisbecker, A.; Pfreundt, F.-J.; Linden, J.; Unger, S. ; Fraunhofer-Institut für Arbeitswirtschaft und Organisation -IAO-, Stuttgart; Fraunhofer-Gesellschaft zur Förderung der Angewandten Forschung e.V. -FhG-, München; Fraunhofer-Institut für Techno- und Wirtschaftsmathematik -ITWM-, Kaiserslautern; Fraunhofer-Institut für Rechenarchitektur und Softwaretechnik -FIRST-, Berlin; Fraunhofer-Institut für Algorithmen und Wissenschaftliches Rechnen -SCAI-, Sankt Augustin | Scientific Anthology |
| 2008 | Fraunhofer Enterprise Grids: Software
Weisbecker, A.; Pfreundt, F.-J.; Linden, J.; Unger, S. ; Fraunhofer-Gesellschaft zur Förderung der Angewandten Forschung e.V. -FhG-, München; Fraunhofer-Institut für Arbeitswirtschaft und Organisation -IAO-, Stuttgart; Fraunhofer-Institut für Techno- und Wirtschaftsmathematik -ITWM-, Kaiserslautern; Fraunhofer-Institut für Rechenarchitektur und Softwaretechnik -FIRST-, Berlin; Fraunhofer-Institut für Algorithmen und Wissenschaftliches Rechnen -SCAI-, Sankt Augustin | Scientific Anthology |
| 2008 | Interactive SIMD ray tracing for large deformable tetrahedral meshes
Groß, M.; Hagen, H.; Pfreundt, F.-J. | Conference Paper |
| 2008 | PHASTGrid: Eine serviceorientierte Gridlösung
Dalheimer, M.; Pfreundt, F.-J. | Book Article |
| 2008 | Rechneranordnung mit automatisierter Zugriffssteuerung von einer und Zugriffskontrolle auf eine Applikation sowie entsprechendes Zugriffssteuerungs- und Zugriffskontrollverfahren
Dalheimer, M.; Pfreundt, F. | Patent
|
| 2006 | Agent-based grid scheduling with Calana
Dalheimer, M.; Pfreundt, F.-J.; Merz, P. | Conference Paper |
| 1999 | A method for the analysis and control of mica tape impregnation processes
Velten, K.; Zemitis, A.; Pfreundt, F.-J.; Hennig, E.; Schattauer, D. | Journal Article |
| 1999 | Traenkverfahren und Vorrichtung zur Ueberwachung der Durchtraenkung eines Traegermaterials
Schattauer, D.; Pfreundt, F.; Zemitis, A.; Velten, K. | Patent
|
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