Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWMFraunhofer-Publica
Sammlung der Publikationen von Franz-Josef Pfreundt in der Fraunhofer-Publica
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2025 | Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets Grommelt, Patrick; Weiss, Louis; Pfreundt, Franz-Josef; Keuper, Janis |
Konferenzbeitrag Conference Paper |
| 2024 | Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets Grommelt, Patrick; Weiss, Louis; Pfreundt, Franz-Josef; Keuper, Janis |
Paper |
| 2022 | Module Intersection for the Integration-by-Parts Reduction of Multi-Loop Feynman Integrals Böhm, Janko; Bendle, Dominik; Decker, Wolfram; Georgoudis, Alessandro; Pfreundt, Franz-Josef; Rahn, Mirko; Zhang, Yang |
Zeitschriftenaufsatz Journal Article |
| 2022 | 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 |
Zeitschriftenaufsatz Journal Article |
| 2021 | Stabilizing GANs with soft octave convolutions Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis |
Konferenzbeitrag Conference Paper |
| 2021 | Local facial attribute transfer through inpainting Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis |
Konferenzbeitrag Conference Paper |
| 2021 | Towards Massively Parallel Computations in Algebraic Geometry Böhm, Janko; Decker, Wolfram; Frühbis-Krüger, Anne; Pfreundt, Franz-Josef; Rahn, Mirko; Ristau, Lukas |
Zeitschriftenaufsatz Journal Article |
| 2021 | Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches Ho, Kalun; Keuper, Janis; Pfreundt, Franz-Josef; Keuper, Margret |
Konferenzbeitrag Conference Paper |
| 2021 | Combining Transformer Generators with Convolutional Discriminators Durall, Ricard; Frolov, Stanislav; Hees, Jörn; Raue, Federico; Pfreundt, Franz-Josef; Dengel, Andreas; Keuper, Janis |
Paper |
| 2021 | Latent Space Conditioning on Generative Adversarial Networks Durall, Ricard; Ho, Kalun; Pfreundt, Franz-Josef; Keuper, Janis |
Konferenzbeitrag Conference Paper |
| 2021 | Estimating the Robustness of Classification Models by the Structure of the Learned Feature-Space Ho, Kalun; Pfreundt, Franz-Josef; Keuper, Janis; Keuper, Margret |
Paper |
| 2021 | SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain 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 |
Konferenzbeitrag Conference 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 |
Konferenzbeitrag Conference Paper |
| 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 |
Konferenzbeitrag Conference Paper |
| 2020 | Synthesizing seismic diffractions using a generative adversarial network Durall, Ricard; Tschannen, Valentin; Pfreundt, Franz-Josef; Keuper, Janis |
Zeitschriftenaufsatz Journal Article |
| 2020 | Local Facial Attribute Transfer through Inpainting Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis |
Paper |
| 2020 | Unmasking DeepFakes with simple Features Durall, Ricard; Keuper, Margret; Pfreundt, Franz-Josef; Keuper, Janis |
Paper |
| 2020 | Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches Ho, Kalun; Keuper, Janis; Pfreundt, Franz-Josef; Keuper, Margret |
Paper |
| 2020 | Latent Space Conditioning on Generative Adversarial Networks Durall, Ricard; Ho, Kalun; Pfreundt, Franz-Josef; Keuper, Janis |
Paper |
| 2020 | Module Intersection for the Integration-by-Parts Reduction of Multi-Loop Feynman Integrals Bendle, Dominik; Boehm, Janko; Decker, Wolfram; Georgoudis, Alessandro; Pfreundt, Franz-Josef; Rahn, Mirko; Zhang, Yang |
Vortrag Presentation |
| 2019 | Sparsity in Deep Neural Networks - An Empirical Investigation with TensorQuant Loroch, Dominik Marek; Pfreundt, Franz-Josef; Wehn, Norbert; Keuper, Janis |
Konferenzbeitrag Conference Paper |
| 2019 | Semi Few-Shot Attribute Translation Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis |
Paper |
| 2019 | Scalable hyperparameter optimization with lazy gaussian processes Ram, Raju; Müller, Sabine; Pfreundt, Franz-Josef; Gauger, Nicolas R.; Keuper, Janis |
Konferenzbeitrag Conference Paper |
| 2019 | Object Segmentation Using Pixel-Wise Adversarial Loss Durall, Ricard; Pfreundt, Franz-Josef; Köthe, Ullrich; Keuper, Janis |
Konferenzbeitrag Conference Paper |
| 2019 | GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks Chatzimichailidis, Avraam; Pfreundt, Franz-Josef; Gauger, Nicolas R.; Keuper, Janis |
Paper |
| 2019 | Stabilizing GANs with Octave Convolutions Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis |
Paper |
| 2018 | Towards Massively Parallel Computations in Algebraic Geometry 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 |
Konferenzbeitrag Conference Paper |
| 2017 | ALOMA, an auto-parallelization tool for seismic processing Merten, Dirk; Pfreundt, Franz-Josef |
Konferenzbeitrag 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 |
Konferenzbeitrag Conference Paper |
| 2017 | GASPI/GPI in-memory check pointing library Bartsch, Valeria; Machado, Rui; Rahn, Mirko; Merten, Dirk; Pfreundt, Franz-Josef |
Konferenzbeitrag Conference Paper |
| 2017 | TensorQuant. A simulation toolbox for deep neural network quantization Loroch, Dominik; Pfreundt, Franz-Josef; Wehn, Norbert; Keuper, Janis |
Konferenzbeitrag Conference Paper |
| 2016 | Parallel spatial splits in bounding volume hierarchies Fütterling, Valentin; Lojewski, Carsten; Pfreundt, Franz-Josef; Ebert, Achim |
Konferenzbeitrag Conference Paper |
| 2015 | Balancing the communication load of asynchronously parallelized machine learning algorithms Keuper, Janis; Pfreundt, Franz-Josef |
Paper |
| 2015 | Asynchronous parallel stochastic gradient descent 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 |
Konferenzbeitrag Conference Paper |
| 2015 | Efficient ray tracing kernels for modern CPU architectures Fuetterling, Valentin; Lojewski, Carsten; Pfreundt, Franz-Josef; Ebert, Achim |
Zeitschriftenaufsatz Journal Article |
| 2015 | Task-based parallel sparse matrix-vector multiplication (SpMVM) with GPI-2 Stoyanov, Dimitar; Machado, Rui; Pfreundt, Franz-Josef |
Konferenzbeitrag Conference Paper |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica