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Publications
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Tangent-Space Optimization for Interactive Animation Control
L. Ciccone, C. Öztireli, R. W. Sumner
Jul. 2019
ACM SIGGRAPH 2019
Cvpr19
Learning-Based Sampling for Natural Image Matting
Tang Jingwei, Aksoy Yagiz, Oztireli Cengiz, Gross Markus, Aydin Tunc Ozan
Jun. 2019
CVPR 2019
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