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Cedric Nugteren's home
Current job:
Machine learning
software engineer
Location:
Amsterdam, NL
Year of birth:
1986
Contact:

Publications in 2021

HiPEAC '21 / TACO 2020-83
On the anatomy of predictive models for accelerating GPU Convolution Kernels and beyond
Paolo Sylos Labini, Marco Cianfriglia, Damiano Perri, Osvaldo Gervasi, Grigori Fursin, Anton Lokhmotov, Cedric Nugteren, Bruno Carpentieri, Fabiana Zollo, and Flavio Vella
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Publications in 2020

arXiv:2006.13144
Calibrated Adversarial Refinement for Multimodal Semantic Segmentation
Elias Kassapis, Georgi Dikov, Deepak K. Gupta, Cedric Nugteren
PDF  or  DOI

Publications in 2018

ECCV '18 workshop
EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection
Mohsen Ghafoorian, Cedric Nugteren, Nora Baka, Olaf Booij, Michael Hofmann
PDF  or  DOI
arXiv:1806.07060
A model-driven approach for a new generation of adaptive libraries
Marco Cianfriglia, Flavio Vella, Cedric Nugteren, Anton Lokhmotov, Grigori Fursin
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IWOCL '18
CLBlast: A Tuned OpenCL BLAS Library (v2)
C. Nugteren
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Publications in 2017

arXiv:1705.05249
CLBlast: A Tuned OpenCL BLAS Library (v1)
C. Nugteren
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Publications in 2015

MCSoC '15
CLTune: A Generic Auto-Tuner for OpenCL Kernels
C. Nugteren, V. Codreanu
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US Patent 20,150,160,970
Configuring Thread Scheduling on a Multi-Threaded Data Processing Apparatus
C. Nugteren, A. Lokhmotov
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ACM TACO 11, 4, Article 35
Bones: An Automatic Skeleton-Based C-to-CUDA Compiler for GPUs
C. Nugteren, H. Corporaal
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Publications in 2014

MuCoCoS '14
A Study of the Potential of Locality-Aware Thread Scheduling for GPUs
C. Nugteren, G.J. van den Braak, H. Corporaal
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PhD thesis
Improving the Programmability of GPU Architectures
C. Nugteren
Thesis committee members:
H. Corporaal (Eindhoven University of Technology)
H.E. Bal (Vrije Universiteit Amsterdam)
P.H.J. Kelly (Imperial College London)
A. Cohen (Ecole Polytechnique)
A.L. Varbanescu (Universiteit van Amsterdam)
G. de Haan (Eindhoven University of Technology)
J.J. Lukkien (Eindhoven University of Technology)
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HPCA '14
A Detailed GPU Cache Model Based on Reuse Distance Theory
C. Nugteren, G.J. van den Braak, H. Corporaal, H. Bal
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ADAPT '14
Roofline-aware DVFS for GPUs
C. Nugteren, G.J. van den Braak, H. Corporaal
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Publications in 2013

APPT '13
Automatic Skeleton-Based Compilation through Integration with an Algorithm Classification
C. Nugteren, P. Custers, H. Corporaal
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MuCoCoS '13
Algorithmic Species Revisited: A Program Code Classification Based on Array References
C. Nugteren, R. Corvino, H. Corporaal
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DATE '13
Future of GPGPU Micro-Architectural Parameters
C. Nugteren, G.J. van den Braak, H. Corporaal
PDF  or  DOI
ACM TACO 9, 4, Article 40
Algorithmic Species: An Algorithm Classification of Affine Loop Nests for Parallel Programming
C. Nugteren, P. Custers, H. Corporaal
PDF  or  DOI

Publications in 2012

Euro-Par '12
GPU-Vote: A Framework for Accelerating Voting Algorithms on GPU
G.J. van den Braak, C. Nugteren, B. Mesman, H. Corporaal
PDF  or  DOI
CF '12
The Boat Hull Model: Enabling Performance Prediction for Parallel Computing Prior to Code Development
C. Nugteren, H. Corporaal
PDF  or  DOI
GPGPU-5
Introducing 'Bones': A Parallelizing Source-to-Source Compiler Based on Algorithmic Skeletons
C. Nugteren, H. Corporaal
PDF  or  DOI
PPoPP '12
The Boat Hull Model: Adapting the Roofline Model to Enable Performance Prediction for Parallel Computing
C. Nugteren, H. Corporaal
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Publications in 2011

Technical Report ESR-2011-02
A Modular and Parameterisable Classification of Algorithms
C. Nugteren, H. Corporaal
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ACIVS '11
Fast Hough Transform on GPUs: Exploration of Algorithm Trade-Offs
G.J. van den Braak, C. Nugteren, B. Mesman, H. Corporaal
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SAMOS XI
Skeleton-based Automatic Parallelization of Image Processing Algorithms for GPUs
C. Nugteren, H. Corporaal, B. Mesman
PDF  or  DOI
GPGPU-4
High Performance Predictable Histogramming on GPUs: Exploring and Evaluating Algorithm Trade-offs
C. Nugteren, G.J. van den Braak, H. Corporaal, B. Mesman
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Publications in 2010

ODES-8
Analyzing CUDA's Compiler through the Visualization of Decoded GPU Binaries
C. Nugteren, B. Mesman, H. Corporaal
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