Doğa Yılmaz

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

News

March 2025: Awarded a scholarship by the Rabin Ezra Scholarship Trust to support my research.

October 2024: Started my PhD at UCL!

Experience

Fishency Logo
Computer Vision Research Engineer
Fishency Innovation
Stavanger, Norway
Manager: Furkan Kıraç
August 2022 - January 2025

Publications

RoleOfPerceptual
Role of Perceptually Guided Image Quality Metrics in Computer-Generated Holography
Doğa Yılmaz, Rafal Mantiuk, Kaan Akşit
SPIE Advances in Display Technologies XV, 2025
DeNIM
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
Illumination-guided inverse rendering benchmark: Learning real objects with few cameras
Doğa Yılmaz, Furkan Kıraç
Computers & Graphics, 115, 107-121
style-awb
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
[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