Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021HighPerMeshes - 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
2021Latent Space Conditioning on Generative Adversarial Networks
Durall, Ricard; Ho, Kalun; Pfreundt, Franz-Josef; Keuper, Janis
Konferenzbeitrag
2021SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain
Harder, Paula; Pfreundt, Franz-Josef; Keuper, Margret; Keuper, Janis
Preprint
2021Stabilizing GANs with soft octave convolutions
Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis
Konferenzbeitrag
2021Towards Massively Parallel Computations in Algebraic Geometry
Böhm, Janko; Decker, Wolfram; Frühbis-Krüger, Anne; Pfreundt, Franz-Josef; Rahn, Mirko; Ristau, Lukas
Zeitschriftenaufsatz
2021A Two-Stage Minimum Cost Multicut Approach to Self-Supervised Multiple Person Tracking
Ho, Kalun; Kardoost, Amirhossein; Pfreundt, Franz-Josef; Keuper, Janis; Keuper, Margret
Konferenzbeitrag
2020Latent Space Conditioning on Generative Adversarial Networks
Durall, Ricard; Ho, Kalun; Pfreundt, Franz-Josef; Keuper, Janis
Preprint
2020Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches
Ho, Kalun; Keuper, Janis; Pfreundt, Franz-Josef; Keuper, Margret
Preprint
2020Local Facial Attribute Transfer through Inpainting
Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis
Preprint
2020Module 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
Preprint
2020Synthesizing seismic diffractions using a generative adversarial network
Durall, Ricard; Tschannen, Valentin; Pfreundt, Franz-Josef; Keuper, Janis
Zeitschriftenaufsatz
2020Unmasking DeepFakes with simple Features
Durall, Ricard; Keuper, Margret; Pfreundt, Franz-Josef; Keuper, Janis
Preprint
2019GradVis: 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
Preprint
2019Object Segmentation Using Pixel-Wise Adversarial Loss
Durall, Ricard; Pfreundt, Franz-Josef; Köthe, Ullrich; Keuper, Janis
Konferenzbeitrag
2019Scalable hyperparameter optimization with lazy gaussian processes
Ram, Raju; Müller, Sabine; Pfreundt, Franz-Josef; Gauger, Nicolas R.; Keuper, Janis
Konferenzbeitrag
2019Semi Few-Shot Attribute Translation
Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis
Preprint
2019Sparsity in Deep Neural Networks - An Empirical Investigation with TensorQuant
Loroch, Dominik Marek; Pfreundt, Franz-Josef; Wehn, Norbert; Keuper, Janis
Konferenzbeitrag
2019Stabilizing GANs with Octave Convolutions
Durall, Ricard; Pfreundt, Franz-Josef; Keuper, Janis
Preprint
2018Towards Massively Parallel Computations in Algebraic Geometry
Boehm, Janko; Decker, Wolfram; Frühbis-Krüger, Anne; Pfreundt, Franz-Josef; Rahn, Mirko; Ristau, Lukas
Preprint
2017Accelerated single ray tracing for wide vector units
Fütterling, Valentin; Lojewski, Carsten; Pfreundt, Franz-Josef; Hamann, Bernd; Ebert, Achim
Konferenzbeitrag
2017ALOMA, an auto-parallelization tool for seismic processing
Merten, Dirk; Pfreundt, Franz-Josef
Konferenzbeitrag
2017GASPI/GPI in-memory check pointing library
Bartsch, Valeria; Machado, Rui; Rahn, Mirko; Merten, Dirk; Pfreundt, Franz-Josef
Konferenzbeitrag
2017TensorQuant. A simulation toolbox for deep neural network quantization
Loroch, Dominik; Pfreundt, Franz-Josef; Wehn, Norbert; Keuper, Janis
Konferenzbeitrag
2017Using 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
2016Parallel spatial splits in bounding volume hierarchies
Fütterling, Valentin; Lojewski, Carsten; Pfreundt, Franz-Josef; Ebert, Achim
Konferenzbeitrag
2015Asynchronous parallel stochastic gradient descent
Keuper, Janis; Pfreundt, Franz-Josef
Preprint
2015Asynchronous parallel stochastic gradient descent: A numeric core for scalable distributed machine learning algorithms
Keuper, Janis; Pfreundt, Franz-Josef
Konferenzbeitrag
2015Balancing the communication load of asynchronously parallelized machine learning algorithms
Keuper, Janis; Pfreundt, Franz-Josef
Preprint
2015Efficient ray tracing kernels for modern CPU architectures
Fuetterling, Valentin; Lojewski, Carsten; Pfreundt, Franz-Josef; Ebert, Achim
Zeitschriftenaufsatz
2015Task-based parallel sparse matrix-vector multiplication (SpMVM) with GPI-2
Stoyanov, Dimitar; Machado, Rui; Pfreundt, Franz-Josef
Konferenzbeitrag
2012Softwaretechnologien für die Multicore Zukunft
: Weisbecker, Anette (Hrsg.); Pfreundt, Franz-Josef (Hrsg.); Kuhn, Thomas (Hrsg.); Soddemann, Thomas (Hrsg.)
Studie
2012Softwaretechnologien für die Multicore Zukunft
Weisbecker, Anette; Pfreundt, Franz-Josef; Kuhn, Thomas; Soddemann, Thomas
Aufsatz in Buch