On the Efficiency of Simulation Methods for the Boltzmann Equation on Parallel Computers. - Jens Struckmeier; Franz-Josef Pfreundt (Parallel Comput., 1993)

Software für Low-Cost Parallelrechner. - Franz-Josef Pfreundt (Prax. Inf.verarb. Kommun., 1998)

Applications on High Performance Computers. - Vipin Kumar; Franz-Josef Pfreundt; Hans Burkhard; José M. Laginha M. Palma (Euro-Par, 2002)

Calana: a general-purpose agent-based grid scheduler. - Mathias Dalheimer; Franz-Josef Pfreundt; Peter Merz (HPDC, 2005)

Agent-Based Grid Scheduling with Calana. - Mathias Dalheimer; Franz-Josef Pfreundt; Peter Merz (PPAM, 2005)

Integrated Performance Analysis of Computer Systems (IPACS). Benchmarks for Distributed Computer Systems. - Giovanni Falcone; Heinz Kredel; Michael Krietemeyer; Dirk Merten; Matthias Merz; Franz-Josef Pfreundt; Christian Simmendinger; Daniel Versick (Prax. Inf.verarb. Kommun., 2005)

Formal Verification of a Grid Resource Allocation Protocol. - Mathias Dalheimer; Franz-Josef Pfreundt; Peter Merz (CCGRID, 2008)

Cloud Computing: A Viable Option for Enterprise HPC?. - Mathias Dalheimer; Franz-Josef Pfreundt (High Performance Computing Workshop, 2008)

GenLM: License Management for Grid and Cloud Computing Environments. - Mathias Dalheimer; Franz-Josef Pfreundt (CCGRID, 2009)

Service-oriented middleware for financial Monte Carlo simulations on the cell broadband engine. - Tiberiu Rotaru; Mathias Dalheimer; Franz-Josef Pfreundt (Concurr. Comput. Pract. Exp., 2010)

Hardware/software co-design for energy-efficient seismic modeling. - Jens Krueger; David Donofrio; John Shalf; Marghoob Mohiyuddin; Samuel Williams 001; Leonid Oliker; Franz-Josef Pfreundt (SC, 2011)

Unbalanced tree search on a manycore system using the GPI programming model. - Rui Machado; Carsten Lojewski; Salvador Abreu; Franz-Josef Pfreundt (Comput. Sci. Res. Dev., 2011)

GASPI - A Partitioned Global Address Space Programming Interface. - Thomas Alrutz; Jan Backhaus; Thomas Brandes; Vanessa End; Thomas Gerhold; Alfred Geiger; Daniel Grünewald; Vincent Heuveline; Jens Jägersküpper; Andreas Knüpfer; Olaf Krzikalla; Edmund Kügeler; et al. (Facing the Multicore-Challenge, 2012)

MapReduce in GPI-Space. - Tiberiu Rotaru; Mirko Rahn; Franz-Josef Pfreundt (Euro-Par Workshops, 2013)

High-Performance Delaunay Triangulation for Many-Core Computers. - Valentin Fuetterling; Carsten Lojewski; Franz-Josef Pfreundt (High Performance Graphics, 2014)

Infiniband-Verbs on GPU: A Case Study of Controlling an Infiniband Network Device from the GPU. - Lena Oden; Holger Fröning; Franz-Josef Pfreundt (IPDPS Workshops, 2014)

Task-Based Parallel Sparse Matrix-Vector Multiplication (SpMVM) with GPI-2. - Dimitar Stoyanov; Rui Machado; Franz-Josef Pfreundt (LSSC, 2015)

Asynchronous parallel stochastic gradient descent: a numeric core for scalable distributed machine learning algorithms. - Janis Keuper; Franz-Josef Pfreundt (MLHPC@SC, 2015)

Balancing the Communication Load of Asynchronously Parallelized Machine Learning Algorithms. - Janis Keuper; Franz-Josef Pfreundt (CoRR, 2015)

Parallel Spatial Splits in Bounding Volume Hierarchies. - Valentin Fuetterling; Carsten Lojewski; Franz-Josef Pfreundt; Achim Ebert (EGPGV@EuroVis, 2016)

Distributed Training of Deep Neural Networks: Theoretical and Practical Limits of Parallel Scalability. - Janis Keuper; Franz-Josef Pfreundt (MLHPC@SC, 2016)

Accelerated single ray tracing for wide vector units. - Valentin Fuetterling; Carsten Lojewski; Franz-Josef Pfreundt; Bernd Hamann; Achim Ebert (High Performance Graphics, 2017)

GASPI/GPI In-memory Checkpointing Library. - Valeria Bartsch; Rui Machado; Dirk Merten; Mirko Rahn; Franz-Josef Pfreundt (Euro-Par, 2017)

TensorQuant: A Simulation Toolbox for Deep Neural Network Quantization. - Dominik Marek Loroch; Franz-Josef Pfreundt; Norbert Wehn; Janis Keuper (MLHPC@SC, 2017)

Using GPI-2 for Distributed Memory Paralleliziation of the Caffe Toolbox to Speed up Deep Neural Network Training. - Martin Kuehn; Janis Keuper; Franz-Josef Pfreundt (CoRR, 2017)

Sparsity in Deep Neural Networks - An Empirical Investigation with TensorQuant. - Dominik Marek Loroch; Franz-Josef Pfreundt; Norbert Wehn; Janis Keuper (DMLE/IOTSTREAMING@PKDD/ECML, 2018)

Object Segmentation Using Pixel-Wise Adversarial Loss. - Ricard Durall; Franz-Josef Pfreundt; Ullrich Köthe; Janis Keuper (GCPR, 2019)

Semi Few-Shot Attribute Translation. - Ricard Durall; Franz-Josef Pfreundt; Janis Keuper (IVCNZ, 2019)

GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks. - Avraam Chatzimichailidis; Janis Keuper; Franz-Josef Pfreundt; Nicolas R. Gauger (MLHPC@SC, 2019)

Scalable Hyperparameter Optimization with Lazy Gaussian Processes. - Raju Ram; Sabine Müller 001; Franz-Josef Pfreundt; Nicolas R. Gauger; Janis Keuper (MLHPC@SC, 2019)

Stabilizing GANs with Octave Convolutions. - Ricard Durall; Franz-Josef Pfreundt; Janis Keuper (CoRR, 2019)

Unmasking DeepFakes with simple Features. - Ricard Durall; Margret Keuper; Franz-Josef Pfreundt; Janis Keuper (CoRR, 2019)

A Two-Stage Minimum Cost Multicut Approach to Self-supervised Multiple Person Tracking. - Kalun Ho; Amirhossein Kardoost; Franz-Josef Pfreundt; Janis Keuper; Margret Keuper (ACCV (2), 2020)

HighPerMeshes - A Domain-Specific Language for Numerical Algorithms on Unstructured Grids. - Samer Alhaddad; Jens Förstner; Stefan Groth; Daniel Grünewald; Yevgen Grynko; Frank Hannig; Tobias Kenter; Franz-Josef Pfreundt; Christian Plessl; Merlind Schotte; Thomas Steinke 001; Jürgen Teich; et al. (Euro-Par Workshops, 2020)

Local Facial Attribute Transfer through Inpainting. - Ricard Durall; Franz-Josef Pfreundt; Janis Keuper (ICPR, 2020)

Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches. - Kalun Ho; Janis Keuper; Franz-Josef Pfreundt; Margret Keuper (ICPR, 2020)

Ad Hoc File Systems for High-Performance Computing. - André Brinkmann; Kathryn M. Mohror; Weikuan Yu; Philip H. Carns; Toni Cortes; Scott Klasky; Alberto Miranda; Franz-Josef Pfreundt; Robert B. Ross; Marc-Andre Vef (J. Comput. Sci. Technol., 2020)

SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain. - Paula Harder; Franz-Josef Pfreundt; Margret Keuper; Janis Keuper (IJCNN, 2021)

Combining Transformer Generators with Convolutional Discriminators. - Ricard Durall; Stanislav Frolov; Jörn Hees; Federico Raue; Franz-Josef Pfreundt; Andreas Dengel 001; Janis Keuper (KI, 2021)

Latent Space Conditioning on Generative Adversarial Networks. - Ricard Durall; Kalun Ho; Franz-Josef Pfreundt; Janis Keuper (VISIGRAPP (4: VISAPP), 2021)

Stabilizing GANs with Soft Octave Convolutions. - Ricard Durall; Franz-Josef Pfreundt; Janis Keuper (VISIGRAPP (4: VISAPP), 2021)

Estimating the Robustness of Classification Models by the Structure of the Learned Feature-Space. - Kalun Ho; Franz-Josef Pfreundt; Janis Keuper; Margret Keuper (CoRR, 2021)

Towards Massively Parallel Computations in Algebraic Geometry. - Janko Böhm; Wolfram Decker; Anne Frühbis-Krüger; Franz-Josef Pfreundt; Mirko Rahn; Lukas Ristau (Found. Comput. Math., 2021)

The HighPerMeshes framework for numerical algorithms on unstructured grids. - Samer Alhaddad; Jens Förstner; Stefan Groth; Daniel Grünewald; Yevgen Grynko; Frank Hannig; Tobias Kenter; Franz-Josef Pfreundt; Christian Plessl; Merlind Schotte; Thomas Steinke 001; Jürgen Teich; et al. (Concurr. Comput. Pract. Exp., 2022)

Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets. - Patrick Grommelt; Louis Weiss; Franz-Josef Pfreundt; Janis Keuper (ECCV Workshops (22), 2024)