Cengiz Öztireli

Cengiz Öztireli

University of Cambridge

H-index: 25

Europe-United Kingdom

About Cengiz Öztireli

Cengiz Öztireli, With an exceptional h-index of 25 and a recent h-index of 23 (since 2020), a distinguished researcher at University of Cambridge, specializes in the field of Machine Learning & Visual Computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Inferring implicit 3D representations from human figures on pictorial maps

Perceptual Quality Assessment of NeRF and Neural View Synthesis Methods for Front-Facing Views

Dream: Visual decoding from reversing human visual system

Blue noise for diffusion models

Zero-shot machine unlearning at scale via lipschitz regularization

FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation

Learning-based sampling for image matting

Hypernetworks for Generalizable BRDF Estimation

Cengiz Öztireli Information

University

Position

| Google

Citations(all)

4808

Citations(since 2020)

4046

Cited By

1663

hIndex(all)

25

hIndex(since 2020)

23

i10Index(all)

38

i10Index(since 2020)

32

Email

University Profile Page

University of Cambridge

Google Scholar

View Google Scholar Profile

Cengiz Öztireli Skills & Research Interests

Machine Learning & Visual Computing

Top articles of Cengiz Öztireli

Title

Journal

Author(s)

Publication Date

Inferring implicit 3D representations from human figures on pictorial maps

Cartography and Geographic Information Science

Raimund Schnürer

A Cengiz Öztireli

Magnus Heitzler

René Sieber

Lorenz Hurni

2024/1/2

Perceptual Quality Assessment of NeRF and Neural View Synthesis Methods for Front-Facing Views

arXiv preprint arXiv:2303.15206

Hanxue Liang

Tianhao Wu

Param Hanji

Francesco Banterle

Hongyun Gao

...

2023/3/24

Dream: Visual decoding from reversing human visual system

Weihao Xia

Raoul de Charette

Cengiz Oztireli

Jing-Hao Xue

2024

Blue noise for diffusion models

arXiv preprint arXiv:2402.04930

Xingchang Huang

Corentin Salaün

Cristina Vasconcelos

Christian Theobalt

Cengiz Öztireli

...

2024/2/7

Zero-shot machine unlearning at scale via lipschitz regularization

arXiv preprint arXiv:2402.01401

Jack Foster

Kyle Fogarty

Stefan Schoepf

Cengiz Öztireli

Alexandra Brintrup

2024/2/2

FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation

arXiv preprint arXiv:2311.12090

Chenliang Zhou

Fangcheng Zhong

Param Hanji

Zhilin Guo

Kyle Fogarty

...

2023/11/20

Learning-based sampling for image matting

2023/3/28

Hypernetworks for Generalizable BRDF Estimation

arXiv e-prints

Fazilet Gokbudak

Alejandro Sztrajman

Chenliang Zhou

Fangcheng Zhong

Rafal Mantiuk

...

2023/11

Surf: Implicit Surface Reconstruction for Semi-Transparent and Thin Objects with Decoupled Geometry and Opacity

arXiv preprint arXiv:2303.10083

Tianhao Wu

Hanxue Liang

Fangcheng Zhong

Gernot Riegler

Shimon Vainer

...

2023/3/17

Differentiable visual computing for inverse problems and machine learning

Andrew Spielberg

Fangcheng Zhong

Konstantinos Rematas

Krishna Murthy Jatavallabhula

Cengiz Oztireli

...

2023/11

Techniques for understanding how trained neural networks operate

2023/1/31

ARF-Plus: Controlling Perceptual Factors in Artistic Radiance Fields for 3D Scene Stylization

arXiv preprint arXiv:2308.12452

Wenzhao Li

Tianhao Wu

Fangcheng Zhong

Cengiz Oztireli

2023/8/23

Neural Fields with Hard Constraints of Arbitrary Differential Order

Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS)

Fangcheng Zhong

Kyle Fogarty

Param Hanji

Tianhao Wu

Alejandro Sztrajman

...

2023/6/15

3d gan inversion with facial symmetry prior

Fei Yin

Yong Zhang

Xuan Wang

Tengfei Wang

Xiaoyu Li

...

2023

CLIP-PAE: Projection-Augmentation Embedding to Extract Relevant Features for a Disentangled, Interpretable and Controllable Text-Guided Face Manipulation

Chenliang Zhou

Fangcheng Zhong

Cengiz Öztireli

2023/7/23

One-shot Detail Retouching with Patch Space Neural Transformation Blending

Fazilet Gokbudak

A Cengiz Oztireli

2023/11/30

Cuf: Continuous upsampling filters

Cristina N Vasconcelos

Cengiz Oztireli

Mark Matthews

Milad Hashemi

Kevin Swersky

...

2023

Statistical Shape Representations for Temporal Registration of Plant Components in 3D

Karoline Heiwolt

Cengiz Öztireli

Grzegorz Cielniak

2023/5/29

D^ 2nerf: Self-supervised decoupling of dynamic and static objects from a monocular video

Advances in neural information processing systems

Tianhao Wu

Fangcheng Zhong

Andrea Tagliasacchi

Forrester Cole

Cengiz Oztireli

2022/12/6

Controllable shadow generation using pixel height maps

Yichen Sheng

Yifan Liu

Jianming Zhang

Wei Yin

A Cengiz Oztireli

...

2022/10/23

See List of Professors in Cengiz Öztireli University(University of Cambridge)

Co-Authors

H-index: 55
Marc Alexa

Marc Alexa

Technische Universität Berlin

H-index: 29
Jean-Charles Bazin

Jean-Charles Bazin

KAIST

H-index: 23
Tiberiu Popa

Tiberiu Popa

Concordia University

H-index: 20
Soo-Mi Choi

Soo-Mi Choi

Sejong University

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