Franz-Josef Pfreundt

Publication Activity (10 Years)

Years Active: 1993-2022
Publications (10 Years): 39

Top Topics

Gaussian Process

Machine Learning

Scalable Distributed

Top Venues

VISIGRAPP (4: VISAPP)

Euro-Par Workshops

Publications

Samer Alhaddad, Jens Förstner, Stefan Groth, Daniel Grünewald, Yevgen Grynko, Frank Hannig, Tobias Kenter, Franz-Josef Pfreundt, Christian Plessl, Merlind Schotte, Thomas Steinke, Jürgen Teich, Martin Weiser, Florian Wende
The HighPerMeshes framework for numerical algorithms on unstructured grids. Concurr. Comput. Pract. Exp. 34 (14) (2022)
Paula Harder, Franz-Josef Pfreundt, Margret Keuper, Janis Keuper
SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain. IJCNN (2021)
Janko Böhm, Wolfram Decker, Anne Frühbis-Krüger, Franz-Josef Pfreundt, Mirko Rahn, Lukas Ristau
Towards Massively Parallel Computations in Algebraic Geometry. Found. Comput. Math. 21 (3) (2021)
Ricard Durall, Franz-Josef Pfreundt, Janis Keuper
Stabilizing GANs with Soft Octave Convolutions. VISIGRAPP (4: VISAPP) (2021)
Ricard Durall, Stanislav Frolov, Jörn Hees, Federico Raue, Franz-Josef Pfreundt, Andreas Dengel, Janis Keuper
Combining Transformer Generators with Convolutional Discriminators. KI (2021)
Paula Harder, Franz-Josef Pfreundt, Margret Keuper, Janis Keuper
SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain. CoRR (2021)
Ricard Durall, Kalun Ho, Franz-Josef Pfreundt, Janis Keuper
Latent Space Conditioning on Generative Adversarial Networks. VISIGRAPP (4: VISAPP) (2021)
Kalun Ho, Franz-Josef Pfreundt, Janis Keuper, Margret Keuper
Estimating the Robustness of Classification Models by the Structure of the Learned Feature-Space. CoRR (2021)
Ricard Durall, Kalun Ho, Franz-Josef Pfreundt, Janis Keuper
Latent Space Conditioning on Generative Adversarial Networks. CoRR (2020)
Ricard Durall, Franz-Josef Pfreundt, Janis Keuper
Local Facial Attribute Transfer through Inpainting. ICPR (2020)
Kalun Ho, Amirhossein Kardoost, Franz-Josef Pfreundt, Janis Keuper, Margret Keuper
A Two-Stage Minimum Cost Multicut Approach to Self-supervised Multiple Person Tracking. ACCV (2) (2020)
Samer Alhaddad, Jens Förstner, Stefan Groth, Daniel Grünewald, Yevgen Grynko, Frank Hannig, Tobias Kenter, Franz-Josef Pfreundt, Christian Plessl, Merlind Schotte, Thomas Steinke, Jürgen Teich, Martin Weiser, Florian Wende
HighPerMeshes - A Domain-Specific Language for Numerical Algorithms on Unstructured Grids. Euro-Par Workshops (2020)
André Brinkmann, Kathryn Mohror, Weikuan Yu, Philip H. Carns, Toni Cortes, Scott Klasky, Alberto Miranda, Franz-Josef Pfreundt, Robert B. Ross, Marc-Andre Vef
Ad Hoc File Systems for High-Performance Computing. J. Comput. Sci. Technol. 35 (1) (2020)
Kalun Ho, Janis Keuper, Franz-Josef Pfreundt, Margret Keuper
Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches. CoRR (2020)
Ricard Durall, Franz-Josef Pfreundt, Janis Keuper
Local Facial Attribute Transfer through Inpainting. CoRR (2020)
Kalun Ho, Janis Keuper, Franz-Josef Pfreundt, Margret Keuper
Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches. ICPR (2020)
Raju Ram, Sabine Müller, Franz-Josef Pfreundt, Nicolas R. Gauger, Janis Keuper
Scalable Hyperparameter Optimization with Lazy Gaussian Processes. CoRR (2020)
Raju Ram, Sabine Müller, Franz-Josef Pfreundt, Nicolas R. Gauger, Janis Keuper
Scalable Hyperparameter Optimization with Lazy Gaussian Processes. MLHPC@SC (2019)
Ricard Durall, Franz-Josef Pfreundt, Ullrich Köthe, Janis Keuper
Object Segmentation using Pixel-wise Adversarial Loss. CoRR (2019)
Ricard Durall, Margret Keuper, Franz-Josef Pfreundt, Janis Keuper
Unmasking DeepFakes with simple Features. CoRR (2019)
Avraam Chatzimichailidis, Franz-Josef Pfreundt, Nicolas R. Gauger, Janis Keuper
GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks. CoRR (2019)
Avraam Chatzimichailidis, Janis Keuper, Franz-Josef Pfreundt, Nicolas R. Gauger
GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks. MLHPC@SC (2019)
Ricard Durall, Franz-Josef Pfreundt, Ullrich Köthe, Janis Keuper
Object Segmentation Using Pixel-Wise Adversarial Loss. GCPR (2019)
Ricard Durall, Franz-Josef Pfreundt, Janis Keuper
Semi Few-Shot Attribute Translation. CoRR (2019)
Ricard Durall, Franz-Josef Pfreundt, Janis Keuper
Stabilizing GANs with Octave Convolutions. CoRR (2019)
Ricard Durall, Franz-Josef Pfreundt, Janis Keuper
Semi Few-Shot Attribute Translation. IVCNZ (2019)
Dominik Marek Loroch, Franz-Josef Pfreundt, Norbert Wehn, Janis Keuper
Sparsity in Deep Neural Networks - An Empirical Investigation with TensorQuant. DMLE/IOTSTREAMING@PKDD/ECML (2018)
Dominik Marek Loroch, Franz-Josef Pfreundt, Norbert Wehn, Janis Keuper
Sparsity in Deep Neural Networks - An Empirical Investigation with TensorQuant. CoRR (2018)
Valeria Bartsch, Rui Machado, Dirk Merten, Mirko Rahn, Franz-Josef Pfreundt
GASPI/GPI In-memory Checkpointing Library. Euro-Par (2017)
Valentin Fuetterling, Carsten Lojewski, Franz-Josef Pfreundt, Bernd Hamann, Achim Ebert
Accelerated single ray tracing for wide vector units. High Performance Graphics (2017)
Dominik Marek Loroch, Franz-Josef Pfreundt, Norbert Wehn, Janis Keuper
TensorQuant: A Simulation Toolbox for Deep Neural Network Quantization. MLHPC@SC (2017)
Martin Kuehn, Janis Keuper, Franz-Josef Pfreundt
Using GPI-2 for Distributed Memory Paralleliziation of the Caffe Toolbox to Speed up Deep Neural Network Training. CoRR (2017)
Dominik Marek Loroch, Norbert Wehn, Franz-Josef Pfreundt, Janis Keuper
TensorQuant - A Simulation Toolbox for Deep Neural Network Quantization. CoRR (2017)
Janis Keuper, Franz-Josef Pfreundt
Distributed Training of Deep Neural Networks: Theoretical and Practical Limits of Parallel Scalability. MLHPC@SC (2016)
Valentin Fuetterling, Carsten Lojewski, Franz-Josef Pfreundt, Achim Ebert
Parallel Spatial Splits in Bounding Volume Hierarchies. EGPGV@EuroVis (2016)
Janis Keuper, Franz-Josef Pfreundt
Asynchronous parallel stochastic gradient descent: a numeric core for scalable distributed machine learning algorithms. MLHPC@SC (2015)
Janis Keuper, Franz-Josef Pfreundt
Asynchronous Parallel Stochastic Gradient Descent - A Numeric Core for Scalable Distributed Machine Learning Algorithms. CoRR (2015)
Dimitar Stoyanov, Rui Machado, Franz-Josef Pfreundt
Task-Based Parallel Sparse Matrix-Vector Multiplication (SpMVM) with GPI-2. LSSC (2015)
Janis Keuper, Franz-Josef Pfreundt
Balancing the Communication Load of Asynchronously Parallelized Machine Learning Algorithms. CoRR (2015)
Valentin Fuetterling, Carsten Lojewski, Franz-Josef Pfreundt
High-Performance Delaunay Triangulation for Many-Core Computers. High Performance Graphics (2014)
Lena Oden, Holger Fröning, Franz-Josef Pfreundt
Infiniband-Verbs on GPU: A Case Study of Controlling an Infiniband Network Device from the GPU. IPDPS Workshops (2014)
Tiberiu Rotaru, Mirko Rahn, Franz-Josef Pfreundt
MapReduce in GPI-Space. Euro-Par Workshops (2013)
Thomas Alrutz, Jan Backhaus, Thomas Brandes, Vanessa End, Thomas Gerhold, Alfred Geiger, Daniel Grünewald, Vincent Heuveline, Jens Jägersküpper, Andreas Knüpfer, Olaf Krzikalla, Edmund Kügeler, Carsten Lojewski, Guy Lonsdale, Ralph Müller-Pfefferkorn, Wolfgang E. Nagel, Lena Oden, Franz-Josef Pfreundt, Mirko Rahn, Michael Sattler, Mareike Schmidtobreick, Annika Schiller, Christian Simmendinger, Thomas Soddemann, Godehard Sutmann, Henning Weber, Jan-Philipp Weiss
GASPI - A Partitioned Global Address Space Programming Interface. Facing the Multicore-Challenge (2012)
Rui Machado, Carsten Lojewski, Salvador Abreu, Franz-Josef Pfreundt
Unbalanced tree search on a manycore system using the GPI programming model. Comput. Sci. Res. Dev. 26 (3-4) (2011)
Jens Krueger, David Donofrio, John Shalf, Marghoob Mohiyuddin, Samuel Williams, Leonid Oliker, Franz-Josef Pfreundt
Hardware/software co-design for energy-efficient seismic modeling. SC (2011)
Tiberiu Rotaru, Mathias Dalheimer, Franz-Josef Pfreundt
Service-oriented middleware for financial Monte Carlo simulations on the cell broadband engine. Concurr. Comput. Pract. Exp. 22 (5) (2010)
Mathias Dalheimer, Franz-Josef Pfreundt
GenLM: License Management for Grid and Cloud Computing Environments. CCGRID (2009)
Mathias Dalheimer, Franz-Josef Pfreundt
Cloud Computing: A Viable Option for Enterprise HPC?. High Performance Computing Workshop (2008)
Mathias Dalheimer, Franz-Josef Pfreundt, Peter Merz
Formal Verification of a Grid Resource Allocation Protocol. CCGRID (2008)
Mathias Dalheimer, Franz-Josef Pfreundt, Peter Merz
Agent-Based Grid Scheduling with Calana. PPAM (2005)
Mathias Dalheimer, Franz-Josef Pfreundt, Peter Merz
Calana: a general-purpose agent-based grid scheduler. HPDC (2005)
Giovanni Falcone, Heinz Kredel, Michael Krietemeyer, Dirk Merten, Matthias Merz, Franz-Josef Pfreundt, Christian Simmendinger, Daniel Versick
Integrated Performance Analysis of Computer Systems (IPACS). Benchmarks for Distributed Computer Systems. Prax. Inf.verarb. Kommun. 28 (3) (2005)
Vipin Kumar, Franz-Josef Pfreundt, Hans Burkhard, José M. Laginha M. Palma
Applications on High Performance Computers. Euro-Par (2002)
Franz-Josef Pfreundt
Software für Low-Cost Parallelrechner. Prax. Inf.verarb. Kommun. 21 (1) (1998)
Jens Struckmeier, Franz-Josef Pfreundt
On the Efficiency of Simulation Methods for the Boltzmann Equation on Parallel Computers. Parallel Comput. 19 (1) (1993)