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.

Publications

Learned Single-Pass Multitasking Perceptual Graphics for Immersive Displays
Doğa Yılmaz, He Wang, Towaki Takikawa, Duygu Ceylan, Kaan Akşit
ACM International Conference on Multimedia (MM '25), 2025

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: 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