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Publications
Eg2019
Analysis of Sample Correlations for Monte Carlo Rendering
Gurprit Singh, Cengiz Öztireli, Abdalla GM Ahmed, David Coeurjolly, Kartic Subr, Oliver Deussen, Victor Ostromoukhov, Ravi Ramamoorthi, Wojciech Jarosz
Jun. 2019
Computer Graphics Forum
Explainablebook
Gradient-Based Attribution Methods
Marco Ancona, Enea Ceolini, Cengiz Öztireli, Markus Gross
Jun. 2019
Explainable AI: interpreting, explaining and visualizing deep learning
Arxiv2019b
Explaining Deep Neural Networks with a Polynomial Time Algorithm for Shapley Value Approximation
Marco Ancona, Cengiz Öztireli, Markus Gross
May. 2019
ICML 2019
Sigasia18
Sampling Analysis Using Correlations for Monte Carlo Rendering
Cengiz Öztireli, Gurprit Singh
Dec. 2018
SIGAISA 2018 Courses
Gg
A Machine Learning Framework for Full-reference 3D Shape Quality Assessment
Zeynep Cipiloglu Yildiz, Cengiz Öztireli, Tolga Capin
Aug. 2018
The Visual Computer 2018