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
CoRR, 2024
2022
Concurr. Comput. Pract. Exp., 2022
2021
Found. Comput. Math., 2021
Estimating the Robustness of Classification Models by the Structure of the Learned Feature-Space.
CoRR, 2021
Proceedings of the 16th International Joint Conference on Computer Vision, 2021
Proceedings of the 16th International Joint Conference on Computer Vision, 2021
Proceedings of the KI 2021: Advances in Artificial Intelligence - 44th German Conference on AI, Virtual Event, September 27, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
2020
Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
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
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
Proceedings of the 2019 International Conference on Image and Vision Computing New Zealand, 2019
Proceedings of the Pattern Recognition, 2019
2018
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
Proceedings of the Machine Learning on HPC Environments, 2017
Proceedings of the Euro-Par 2017: Parallel Processing - 23rd International Conference on Parallel and Distributed Computing, Santiago de Compostela, Spain, August 28, 2017
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
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
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
Proceedings of the High-Performance Graphics 2014, Lyon, France, 2014. Proceedings, 2014
2013
Proceedings of the Euro-Par 2013: Parallel Processing Workshops, 2013
2012
Proceedings of the Facing the Multicore-Challenge, 2012
2011
Comput. Sci. Res. Dev., 2011
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
Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 2009
2008
Proceedings of the High Speed and Large Scale Scientific Computing - Selected Papers from the High Performance Computing Workshop, Cetraro, Italy, June 30, 2008
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
Proceedings of the Parallel Processing and Applied Mathematics, 2005
Proceedings of the 14th IEEE International Symposium on High Performance Distributed Computing, 2005
2002
1998
1993
On the Efficiency of Simulation Methods for the Boltzmann Equation on Parallel Computers.
Parallel Comput., 1993