Franz-Josef Pfreundt

According to our database1, Franz-Josef Pfreundt authored at least 45 papers between 1993 and 2024.

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Bibliography

2024
Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets.
CoRR, 2024

2022
The HighPerMeshes framework for numerical algorithms on unstructured grids.
Concurr. Comput. Pract. Exp., 2022

2021
Towards Massively Parallel Computations in Algebraic Geometry.
Found. Comput. Math., 2021

Estimating the Robustness of Classification Models by the Structure of the Learned Feature-Space.
CoRR, 2021

Stabilizing GANs with Soft Octave Convolutions.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Latent Space Conditioning on Generative Adversarial Networks.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Combining Transformer Generators with Convolutional Discriminators.
Proceedings of the KI 2021: Advances in Artificial Intelligence - 44th German Conference on AI, Virtual Event, September 27, 2021

SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
Ad Hoc File Systems for High-Performance Computing.
J. Comput. Sci. Technol., 2020

Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Local Facial Attribute Transfer through Inpainting.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

HighPerMeshes - A Domain-Specific Language for Numerical Algorithms on Unstructured Grids.
Proceedings of the Euro-Par 2020: Parallel Processing Workshops, 2020

A Two-Stage Minimum Cost Multicut Approach to Self-supervised Multiple Person Tracking.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Unmasking DeepFakes with simple Features.
CoRR, 2019

Stabilizing GANs with Octave Convolutions.
CoRR, 2019

Scalable Hyperparameter Optimization with Lazy Gaussian Processes.
Proceedings of the 2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2019

GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks.
Proceedings of the 2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2019

Semi Few-Shot Attribute Translation.
Proceedings of the 2019 International Conference on Image and Vision Computing New Zealand, 2019

Object Segmentation Using Pixel-Wise Adversarial Loss.
Proceedings of the Pattern Recognition, 2019

2018
Sparsity in Deep Neural Networks - An Empirical Investigation with TensorQuant.
Proceedings of the ECML PKDD 2018 Workshops, 2018

2017
Using GPI-2 for Distributed Memory Paralleliziation of the Caffe Toolbox to Speed up Deep Neural Network Training.
CoRR, 2017

TensorQuant: A Simulation Toolbox for Deep Neural Network Quantization.
Proceedings of the Machine Learning on HPC Environments, 2017

GASPI/GPI In-memory Checkpointing Library.
Proceedings of the Euro-Par 2017: Parallel Processing - 23rd International Conference on Parallel and Distributed Computing, Santiago de Compostela, Spain, August 28, 2017

Accelerated single ray tracing for wide vector units.
Proceedings of High Performance Graphics, 2017

2016
Distributed Training of Deep Neural Networks: Theoretical and Practical Limits of Parallel Scalability.
Proceedings of the 2nd Workshop on Machine Learning in HPC Environments, 2016

Parallel Spatial Splits in Bounding Volume Hierarchies.
Proceedings of the 16th Eurographics Symposium on Parallel Graphics and Visualization, 2016

2015
Balancing the Communication Load of Asynchronously Parallelized Machine Learning Algorithms.
CoRR, 2015

Asynchronous parallel stochastic gradient descent: a numeric core for scalable distributed machine learning algorithms.
Proceedings of the Workshop on Machine Learning in High-Performance Computing Environments, 2015

Task-Based Parallel Sparse Matrix-Vector Multiplication (SpMVM) with GPI-2.
Proceedings of the Large-Scale Scientific Computing - 10th International Conference, 2015

2014
Infiniband-Verbs on GPU: A Case Study of Controlling an Infiniband Network Device from the GPU.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

High-Performance Delaunay Triangulation for Many-Core Computers.
Proceedings of the High-Performance Graphics 2014, Lyon, France, 2014. Proceedings, 2014

2013
MapReduce in GPI-Space.
Proceedings of the Euro-Par 2013: Parallel Processing Workshops, 2013

2012

2011
Unbalanced tree search on a manycore system using the GPI programming model.
Comput. Sci. Res. Dev., 2011

Hardware/software co-design for energy-efficient seismic modeling.
Proceedings of the Conference on High Performance Computing Networking, 2011

2010
Service-oriented middleware for financial Monte Carlo simulations on the cell broadband engine.
Concurr. Comput. Pract. Exp., 2010

2009
GenLM: License Management for Grid and Cloud Computing Environments.
Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 2009

2008
Cloud Computing: A Viable Option for Enterprise HPC?.
Proceedings of the High Speed and Large Scale Scientific Computing - Selected Papers from the High Performance Computing Workshop, Cetraro, Italy, June 30, 2008

Formal Verification of a Grid Resource Allocation Protocol.
Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008

2005
Integrated Performance Analysis of Computer Systems (IPACS). Benchmarks for Distributed Computer Systems.
Prax. Inf.verarb. Kommun., 2005

Agent-Based Grid Scheduling with Calana.
Proceedings of the Parallel Processing and Applied Mathematics, 2005

Calana: a general-purpose agent-based grid scheduler.
Proceedings of the 14th IEEE International Symposium on High Performance Distributed Computing, 2005

2002
Applications on High Performance Computers.
Proceedings of the Euro-Par 2002, 2002

1998
Software für Low-Cost Parallelrechner.
Prax. Inf.verarb. Kommun., 1998

1993
On the Efficiency of Simulation Methods for the Boltzmann Equation on Parallel Computers.
Parallel Comput., 1993


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