Cengiz Oztireli
University Senior Lecturer
Leads the Core Lab on algorithms and systems in computer graphics, vision and machine learning that build digital representations of the world, such as neural rendering and 3D reconstruction.
Cengiz Oztireli's lab at Cambridge works on rendering & appearance, generative 3D & visual content and 3D vision & neural rendering. 31 papers since 2023, 17 at top venues, mostly CGF and ECCV. 8 PhD students and 1 master's student. 5 alumni. Applications close .
At a glance
- papers, 2023–2026
- 8/ year
- at T1 venues
- 55%
- PhD students
- 8
- MS students
- 1
- alumni listed
- 5
Papers by yearfrom the lab homepage, 2023–2026
- 7 papers2026 · T1 5 · collecting
- 9 papers2025 · T1 3
- 9 papers2024 · T1 5
- 6 papers2023 · T1 4
T1 venuesOtherVenues: CGF, ECCV, ICLR, SIGGRAPH, AAAI
Research focuspaper titles that use each topic's words
- 3D vision & neural rendering9 papers
- Generative 3D & visual content6 papers
- Rendering & appearance0 papers
- build0 papers
- neural rendering0 papers
Paper list
From the lab homepage.
20267 papers
- ICLR (T1)Features Emerge as Discrete States: The First Application of SAEs to 3D Representations
- NeurIPS (T1)Feed-Forward Bullet-Time Reconstruction of Dynamic Scenes from Monocular Videos
- ICLR WorkshopLearning-guided Kansa collocation for forward and inverse PDEs beyond linearity
- AAAI (T1)Multigranular evaluation for brain visual decoding
- AAAI (T1)Neumadiff: Neural material synthesis via hyperdiffusion
- CGFPhysically based neural bidirectional reflectance distribution function
- ICLR (T1)Quartet of Diffusions: Structure-Aware Point Cloud Generation through Part and Symmetry Guidance
20259 papers
- WCAVArf-plus: Controlling perceptual factors in artistic radiance fields for 3d scene stylization
- WACVBest Foot Forward: Robust Foot Reconstruction in-the-wild
- ICCV (T1)Exploring the visual feature space for multimodal neural decoding
- MLSPFreNBRDF: A Frequency-Rectified Neural Material Representation
- ICLR (T1)Gaussian head & shoulders: High fidelity neural upper body avatars with anchor gaussian guided texture warping
- Computers and Electronics in AgricultureMultispectral fine-grained classification of blackgrass in wheat and barley crops
- CGFPSHead: 3D Head Reconstruction from a Single Image with Diffusion Prior and Self‐Enhancement
- ICCV (T1)SYM3D: learning symmetric triplanes for better 3D-awareness of GANs
- 3DVαsurf: Implicit surface reconstruction for semi-transparent and thin objects with decoupled geometry and opacity
20249 papers
- TMLR (T1)An information theoretic approach to machine unlearning
- SIGGRAPH (T1)Blue noise for diffusion models
- WACVDream: Visual decoding from reversing human visual system
- ECCV (T1)Frepolad: Frequency-rectified point latent diffusion for point cloud generation
- ECCV (T1)Hypernetworks for Generalizable BRDF Representation
- Cartography and Geographic Information ScienceInferring implicit 3D representations from human figures on pictorial maps
- CVPR WorkshopNeRF as Pretraining at Scale: Generalizable 3D-Aware Semantic Representation Learning from View Prediction
- CGFPerceptual Quality Assessment of NeRF and Neural View Synthesis Methods for Front‐Facing Views
- ECCV (T1)Umbrae: Unified multimodal brain decoding
20236 papers
- SIGGRAPH (T1)CLIP-PAE: Projection-Augmentation Embedding to Extract Relevant Features for a Disentangled, Interpretable, and Controllable Text-Guided Image Manipulation
- Nature Machine Intelligence (T1)Differentiable visual computing for inverse problems and machine learning
- WACV HDR Video Quality Measurement Grand ChallengeHDR-VDP-3: A Multi-Metric for Predicting Image Differences, Quality and Contrast Distortions in High Dynamic Range and Standard Content
- NeurIPS (T1)Neural Fields with Hard Constraints of Arbitrary Differential Order
- SIGGRAPH (T1)One-shot Detail Retouching with Patch Space Neural Transformation Blending
- IEEE Transactions on Computational ImagingRobust Estimation of Exposure Ratios in Multi-Exposure Image Stacks
Where alumni went5 listed
Apply to CambridgeMichaelmas 2027
PhD in Computer Science
- Round
- Funding round (8 Dec 2026)
- Opens
- GRE
- See program page
- English
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- Fee
- See program page
Confirmed on the program page.
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- Members
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