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Nicolas Weber
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Detail-Preserving Pooling in Deep Networks
F Saeedan, N Weber, M Goesele, S Roth
Proceedings of the IEEE Conference on Computer Vision and Pattern†…, 2018
1442018
Rapid, Detail-Preserving Image Downscaling
N Weber, M Waechter, SC Amend, S Guthe, M Goesele
ACM Transactions on Graphics (TOG) 35 (6), 205, 2016
732016
Fast dynamic memory allocator for massively parallel architectures
S Widmer, D Wodniok, N Weber, M Goesele
Proceedings of the 6th Workshop on General Purpose Processor Using Graphics†…, 2013
342013
MATOG: Array Layout Auto-Tuning for CUDA
N Weber, M Goesele
ACM Transactions on Architecture and Code Optimization (TACO) 14 (3), 28, 2017
212017
Auto-Tuning Complex Array Layouts for GPUs
N Weber, M Goesele
Proceedings of the 14th Eurographics Symposium on Parallel Graphics and†…, 2014
192014
BrainSlug: Transparent Acceleration of Deep Learning Through Depth-First Parallelism
N Weber, F Schmidt, M Niepert, F Huici
arXiv preprint arXiv:1804.08378, 2018
92018
Systems and methods for data compression in neural networks
N Weber, F Huici, M Niepert
US Patent App. 16/012,832, 2019
82019
Adaptive GPU Array Layout Auto-Tuning
N Weber, M Goesele
Proceedings of the ACM Workshop on Software Engineering Methods for Parallel†…, 2016
82016
Prospect for Knowledge in Survey Data: An Artificial Neural Network Sensitivity Analysis
P Weber, N Weber, M Goesele, R Kabst
Social Science Computer Review 36 (5), 575-590, 2018
72018
Guided profiling for auto-tuning array layouts on GPUs
N Weber, SC Amend, M Goesele
Proceedings of the 6th International Workshop on Performance Modeling†…, 2015
72015
ZERO-COPY SPARSE MATRIX FACTORIZATION SYNTHESIS FOR HETEROGENEOUS COMPUTE SYSTEMS
D Thuerck, N Weber
US Patent App. 17/519,630, 2023
62023
Acceleration of neural networks using depth-first processing
N Weber, F Huici, M Niepert
US Patent 11,429,855, 2022
42022
SOL: Effortless Device Support for AI Frameworks without Source Code Changes
N Weber, F Huici
2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet†…, 2020
42020
Sol: Transparent neural network acceleration platform
N Weber
Proceedings of Supercomputing, 2018
42018
Computation graph optimization by partial evaluations
N Weber, D Thuerck
US Patent App. 17/572,740, 2023
12023
Full asynchronous execution queue for accelerator hardware
N Weber
US Patent 11,593,157, 2023
12023
SOL: Reducing the Maintenance Overhead for Integrating Hardware Support into AI Frameworks
N Weber
arXiv preprint arXiv:2205.10357, 2022
12022
Flynn’s Reconciliation: Automating the Register Cache Idiom for Cross-accelerator Programming
D Thuerck, N Weber, R Bifulco
ACM Transactions on Architecture and Code Optimization (TACO) 18 (3), 1-26, 2021
12021
Towards Transparent Neural Network Acceleration
N Weber, M Niepert, F Huici
12018
GPU Array Access Auto-Tuning
N Weber
Technische Universitšt Darmstadt, 2017
12017
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