Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
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 |
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 |
Stabilizing GANs with soft octave convolutions
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 |
Local facial attribute transfer through inpainting
Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis |
Konferenzbeitrag Conference Paper
|
2021 |
SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain
Harder, Paula; Pfreundt, Franz-Josef; Keuper, Margret; Keuper, Janis |
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
|
2021 |
Combining Transformer Generators with Convolutional Discriminators
Durall, Ricard; Frolov, Stanislav; Hees, Jörn; Raue, Federico; Pfreundt, Franz-Josef; Dengel, Andreas; 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 |
Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches
Ho, Kalun; Keuper, Janis; Pfreundt, Franz-Josef; Keuper, Margret |
Konferenzbeitrag Conference Paper
|
2020 |
Local Facial Attribute Transfer through Inpainting
Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis |
Paper
|
2020 |
Synthesizing seismic diffractions using a generative adversarial network
Durall, Ricard; Tschannen, Valentin; Pfreundt, Franz-Josef; Keuper, Janis |
Zeitschriftenaufsatz Journal Article
|
2020 |
Latent Space Conditioning on Generative Adversarial Networks
Durall, Ricard; Ho, Kalun; 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 |
Unmasking DeepFakes with simple Features
Durall, Ricard; Keuper, Margret; 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 |
Scalable hyperparameter optimization with lazy gaussian processes
Ram, Raju; Müller, Sabine; Pfreundt, Franz-Josef; Gauger, Nicolas R.; Keuper, Janis |
Konferenzbeitrag Conference Paper
|
2019 |
Stabilizing GANs with Octave Convolutions
Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis |
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 |
Semi Few-Shot Attribute Translation
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 |
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 |
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 |
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 |
Task-based parallel sparse matrix-vector multiplication (SpMVM) with GPI-2
Stoyanov, Dimitar; Machado, Rui; Pfreundt, Franz-Josef |
Konferenzbeitrag Conference 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
|