Doğa Yılmaz

I am a PhD student at University College London (UCL), part of the VECG group, advised by Assoc. Prof. He Wang. My research focuses on computer graphics and computational physics, particularly advancing physics-informed neural rendering techniques.

Education

PhD in Computer Science
University College London
Department of Computer Science
Supervisor: Assoc. Prof. He Wang
October 2024 - Present

MSc in Artificial Intelligence
Özyeğin University
Graduate School of Science and Engineering
Supervisor: Assoc. Prof. Furkan Kıraç
February 2021 - October 2023

BSc in Computer Science
Özyeğin University
Department of Computer Science
Supervisor: Assoc. Prof. Furkan Kıraç
September 2016 - September 2020

Experience

R&D Software Engineer
Fishency Innovation
Stavanger, Norway
Manager: Furkan Kıraç
August 2022 - Present

Research Intern
UCL Computational Light Laboratory (CLL)
London, UK
Supervisor: Assoc. Prof. Kaan Akşit
November 2023 - October 2024

Research & Teaching Assistant
Özyeğin University Vision and Graphics Laboratory (VGL)
Istanbul, Turkey
Supervisor: Assoc. Prof. Furkan Kıraç
July 2019 - October 2023

Publications

DeNIM: Deterministic Neural Illuminant Mapping for Efficient Auto-White Balance Correction
Furkan Kınlı, Doğa Yılmaz, Barış Özcan, Furkan Kıraç
IEEE ICCV Workshop on Resource Efficient Deep Learning for Computer Vision, 2023

Illumination-guided inverse rendering benchmark: Learning real objects with few cameras
Doğa Yılmaz, Furkan Kıraç
Computers & Graphics, 115, 107-121

Modeling the Lighting in Scenes as Style for Auto White-Balance Correction
Furkan Kınlı, Doğa Yılmaz, Barış Özcan, Furkan Kıraç
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023

[Re] Lifting 2D StyleGAN for 3D-Aware Face Generation
Doğa Yılmaz, Furkan Kınlı, Barış Özcan, Furkan Kıraç
ReScience C, 8(2), 2022, Presented at NeurIPS 2022 Journal Track