Cengiz Öztireli - Concepedia

Author

Cengiz Öztireli

Also Known As

C. Öztireli, Cengiz Oztireli, Cengiz Öztireli, Deng, Jiankang, Dugue, Zack, Oztireli, Cengiz, Swersky, Kevin, Öztireli, Cengiz

Publications

2.3K

Citations

H-Index

Concepts

All Affiliations

ETH Zurich Walt Disney (United States)University of Cambridge Google (United States)University of California San Diego

CÖ

About

Cengiz Öztireli is an author at ETH Zurich specializing in engineering, machine learning, and computer vision.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	16	17	1.2K
2	Natural Sciences	4	4	318
3	Health Sciences	1	1	35
4	Social Sciences	1	1	25
5	Biostatistics	1	1	89

Cengiz Öztireli

Publications

1.7K

Citations

H-Index

Page 1

	Year	Citations
Towards better understanding of gradient-based attribution methods for Deep Neural Networks Marco Ancona, Enea Ceolini, Cengiz Öztireli Repository for Publications and Research Data (ETH Zurich)	2018	385
Differentiable surface splatting for point-based geometry processing Yifan Wang, Felice Serena, Shihao Wu, ACM Transactions on Graphics Realistic RenderingEngineeringGeometryGeometry GenerationComputer-aided Design	2019	237
Kubric: A scalable dataset generator Klaus Greff, Francois Belletti, Lucas Beyer, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Artificial IntelligenceCluster ComputingEngineeringMachine LearningNerf Models	2022	170
Learning-Based Sampling for Natural Image Matting Jingwei Tang, Yağız Aksoy, Cengiz Öztireli, Machine VisionImage AnalysisMachine LearningDeep LearningEngineering	2019	135
A unified view of gradient-based attribution methods for Deep Neural Networks Marco Ancona, Enea Ceolini, Cengiz Öztireli arXiv (Cornell University) Artificial IntelligenceNeural Scaling LawDeep Neural NetworksNetwork PredictionsMachine Learning	2017	110
Human Shape from Silhouettes Using Generative HKS Descriptors and Cross-Modal Neural Networks Endri Dibra, Himanshu Jain, Cengiz Öztireli, EngineeringMachine LearningHuman Pose Estimation3D Pose EstimationBiometrics	2017	106
HS-Nets: Estimating Human Body Shape from Silhouettes with Convolutional Neural Networks Endri Dibra, Himanshu Jain, Cengiz Öztireli, EngineeringMachine LearningRegression ProblemHuman Pose Estimation3D Pose Estimation	2016	89
DeepGarment : 3D Garment Shape Estimation from a Single Image R. Daněřek, Endri Dibra, Cengiz Öztireli, Computer Graphics Forum Geometric Modeling3D Computer VisionMachine VisionImage AnalysisEngineering	2017	89
Explaining Deep Neural Networks with a Polynomial Time Algorithm for Shapley Values Approximation Marco Ancona, Cengiz Öztireli arXiv (Cornell University) Artificial IntelligenceShapley Values ApproximationDeep Neural NetworksEngineeringMachine Learning	2019	49
Iso-Points: Optimizing Neural Implicit Surfaces with Hybrid Representations Yifan Wang, Shihao Wu, Cengiz Öztireli, Geometric LearningEngineeringNeural Implicit FunctionHybrid RepresentationsComputer-aided Design	2021	42

Page 1