CV
Basics
| Name | Zehranaz Canfes |
| Label | Computer Vision PhD Student |
| zehranaz.canfes@tum.de | |
| Summary | PhD student in the Computer Vision Group at TUM, supervised by Prof. Daniel Cremers. My research focuses on 3D and 4D reconstruction and generation, including neural implicit representations, non-rigid shape deformation, and 4D generation from images, with publications at CVPR, ICLR, 3DV, and WACV. |
Work
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2026.07 - Present Munich, Germany
PhD Candidate
Computer Vision Group - Technical University of Munich
Research on 3D/4D computer vision.
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2024.04 - 2024.10 Munich, Germany
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2023.10 - 2026.03 Munich, Germany
Student Researcher
Technical University of Munich
Conducted research in the field of computer vision, focusing on representing and reconstructing 3D/4D data.
Education
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2022.10 - 2026.03 Munich, Germany
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2018.09 - 2022.06 Istanbul, Turkey
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2017.09 - 2022.06 Istanbul, Turkey
Awards
- 2022.2025
DAAD-TEV Scholarship
Germany Academic Exchange Service (DAAD)
The DAAD-TEV Scholarship for international Master's students.
- 2017.2021
Undergraduate Scholarship
The Scientific and Technological Research Council of Turkey (TUBITAK)
The TUBITAK Undergraduate Scholarship Program for undergraduate students in Turkey who study science fields.
Publications
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2025 Implicit neural surface deformation with explicit velocity fields
International Conference on Learning Representations (ICLR 2025)
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2025 4Deform: Neural Surface Deformation for Robust Shape Interpolation
Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR 2025)
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2025 TwoSquared: 4D Generation from 2D Image Pairs
International Conference on 3D Vision 2026 (3DV 2026)
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2023 Text and image guided 3d avatar generation and manipulation
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023)
Skills
| Research Areas | |
| 4D Reconstruction & Generation | |
| Non-Rigid Shape Deformation & Interpolation | |
| 3D Generative Models | |
| Text/Image-Guided 3D Generation |
| Methods | |
| Neural Implicit Representations (SDFs) | |
| Velocity Fields & Level-Set Methods | |
| Physics-Inspired Regularization | |
| Image-to-3D Generative Models |
| Tools | |
| Python | |
| PyTorch |
Languages
| German | |
| Fluent |
| English | |
| Fluent |
| Turkish | |
| Native |
Certificates
| London College of Music Examinations, Piano, Grade 7 | ||
| University of West London | 2018 |
| Deutsches Sprachdiplom Stufe II, C1 | ||
| Goethe-Institut | 2017 |
| Zeugnis der Allgemeinen Hochschulreife (Abitur) | ||
| Federal Ministry of Education and Research, Germany | 2017 |