Publications

Our papers and articles

34 publications, auto-synced daily from OpenAlex.

  • Physically Based Neural BRDF: A Framework for Physically Correct Material Reconstruction, Generation and Editing

    C Zhou, A Sztrajman, G Rainer, F Zhong, F Gokbudak, Z Guo, W Xia, ...

    Wiley Other

    Project

  • Feed-Forward Bullet-Time Reconstruction of Dynamic Scenes from Monocular Videos

    J Ren, A Mirzaei, A Torralba, Z Liu, I Gilitschenski, S Fidler, C Oztireli, ...

    Advances in Neural Information Processing Systems 38, 151718-151746 Other

    Project

  • Multispectral fine-grained classification of blackgrass in wheat and barley crops

    M Darbyshire, S Coutts, E Hammond, F Gokbudak, C Oztireli, P Bosilj, ...

    Computers and Electronics in Agriculture 237, 110484 Other

    Project

  • Demystifying noise: The role of randomness in generative AI

    G Singh, X Huang, J Vandersanden, C Oztireli, N Mitra

    Eurographics 2025-Tutorials Other

    Project

  • Proceedings of the IEEE/CVF winter conference on applications of computer vision (WACV)

    W Xia, R de Charette, C Öztireli, JH Xue

    IEEE Other

    Project

  • Inferring implicit 3D representations from human figures on pictorial maps

    R Schnürer, AC Öztireli, M Heitzler, R Sieber, L Hurni

    Cartography and Geographic Information Science 51 (1), 97-113 Other

    Project

  • Blue noise for diffusion models: Supplemental document

    X HUANG, C SALAÜN, C VASCONCELOS, C THEOBALT, C ÖZTIRELI, ...

    Other

    Project

  • Differentiable visual computing for inverse problems and machine learning

    A Spielberg, F Zhong, K Rematas, KM Jatavallabhula, C Oztireli, TM Li, ...

    Nature Machine Intelligence 5 (11), 1189-1199 Other

    Project

  • Techniques for understanding how trained neural networks operate

    AC Öztireli, M Gross, M ANCONA

    US Patent 11,568,212 Other

    Project

  • Learning-based sampling for image matting

    TO AYDIN, AC Öztireli, J Tang, Y Aksoy

    US Patent 11,615,555 Other

    Project

  • Multi-view video datasets for evaluation of NeRF and Neural View Synthesis methods

    H Liang, T Wu, P Hanji, F Banterle, R Mantiuk, C Oztireli

    Other

    Project

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

    T Wu, F Zhong, A Tagliasacchi, F Cole, C Oztireli

    Advances in neural information processing systems 35, 32653-32666 Other

    Project

  • D2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video. ArXiv abs/2205.15838 (2022)

    T Wu, F Zhong, A Tagliasacchi, F Cole, C Öztireli

    Other

    Project

  • One-shot Detail Retouching with Patch Space Neural Field based Transformation Blending.

    F Gokbudak, C Öztireli

    CoRR Other

    Project

  • Joint estimation from images

    M Guay, DT BORER, AC Öztireli, RW Sumner, JJ BUHMANN

    US Patent 10,916,046 Other

    Project

  • Pose estimation and body tracking using an artificial neural network

    AC Öztireli, P Chandran, M Gross

    US Patent 10,970,849 Other

    Project

  • Learning-based sampling for image matting

    TO AYDIN, AC Öztireli, J Tang, Y Aksoy

    US Patent 10,984,558 Other

    Project

  • Robust Image Denoising using Kernel Predicting Networks.

    Z Cai, Y Zhang, M Manzi, AC Öztireli, M Gross, TO Aydin

    Eurographics (Short Papers), 37-40 Other

    Project

  • Techniques for performing point-based inverse rendering

    AC Öztireli, O SORKINE-HORNUNG, S Wu, Y Wang

    US Patent 11,074,743 Other

    Project

  • Inferring Implicit 3D Representations from Human Figures on Pictorial Maps

    R Schnürer, AC Öztireli, M Heitzler, R Sieber, L Hurni

    Abstracts of the ICA 3, 262 Other

    Project

  • Gradient-based attribution methods

    M Ancona, E Ceolini, C Öztireli, M Gross

    Explainable AI: Interpreting, explaining and visualizing deep learning, 169-191 Other

    Project

  • Image processing system for downscaling images using perceptual downscaling method

    AC Öztireli, M Gross

    US Patent 10,325,346 Other

    Project

  • Towards Storytelling with Animated Pictorial Map Objects–An Experiment with Convolutional Neural Networks

    R Schnürer, C Öztireli, R Sieber, L Hurni

    Abstracts of the ICA 1, 324 Other

    Project

  • A machine learning framework for full-reference 3D shape quality assessment

    ZÇ Yıldız

    The Visual Computer Other

    Project

  • Enea Ceolini, A

    M Ancona

    Cengiz Öztireli, and Markus H. Gross. A unified view of gradient-based … Other

    Project

  • Diversified Mini-Batch Sampling using Repulsive Point Processes

    C Zhang, C Öztireli, S Mandt

    Symposium on Advances in Approximate Bayesian Inference Other

    Project

  • Enea Ceolini, A. Cengiz Öztireli, and Markus H. Gross.“A unified view of gradient-based attribution methods for Deep Neural Networks.”

    M Ancona

    CoRR abs/1711.06104 Other

    Project

  • Making sense of geometric data

    C Öztireli

    IEEE Computer Graphics and Applications 35 (4), 100-106 Other

    Project

  • Extraction and Transfer of Facial Expression Wrinkles for Facial Performance Enhancement.

    IK Shin, AC Öztireli, HJ Kim, T Beeler, M Gross, SM Choi

    PG (Short Papers) Other

    Project

  • Meshless sampling and reconstruction of manifolds and patterns

    A Cengiz Öztireli

    ETH Zurich Other

    Project

  • Adaptive surface splatting for facial rendering

    HJ Kim, A Cengiz Öztireli, M Gross, SM Choi

    Computer Animation and Virtual Worlds Other

    Project

  • Spectral sampling of manifolds: Extended version

    AC Öztireli, M Alexa, M Gross

    D-INFK Technical Report 683 Other

    Project

  • A new feature-based method for robust and efficient rigid-body registration of overlapping point clouds

    C Basdogan, AC Oztireli

    The Visual Computer 24 (7), 679-688 Other

    Project

  • High frequency feature preserving implicit surfaces from point sets using robust statistics

    AC Öztireli

    ETH, Eidgenössische Technische Hochschule Zürich, Computer Graphics … Other

    Project