Eduard Zamfir

Eduard Zamfir

I am a PhD student in Computer Science at the University of Würzburg, advised by Radu Timofte and affiliated with the ELLIS Unit Franconia. I am fortunate to closely collaborate with Yulun Zhang, Danda Pani Paudel, and Luc van Gool.

Most recently, I worked with Yongqin Xian and Christian Reisswig on pixel-space diffusion models for image generation. I have since joined the Huawei Bayer Lab in Zürich, where I work with Anton Obukhov and Dengxin Dai on controllable models for generative editing.

I received my M.Sc. in Computational Engineering from TU Darmstadt, where I was a research assistant in the Visual Inference Lab under Stefan Roth, and my B.Sc. in Mechanical Engineering with a focus on mechatronics and automotive engineering, also from TU Darmstadt.

News

Oct 2026 Honored as Top Reviewer at NeurIPS 2026
Sep 2026 Code and models released for RTI
Aug 2026 New preprint: Elastic Token Compression for Pixel-Space Diffusion Transformers (project page)
Mar 2026 Paper accepted at CVPR 2026: Language-Free Generative Editing from One Visual Example
Oct 2025 Honored as Outstanding Reviewer at ICCV 2025
Jul 2025 Two papers accepted at ICCV 2025: FlexTrack & XTrack
Feb 2025 Two papers accepted at CVPR 2025: MoCE-IR & ReCap
May 2024 Paper accepted at ICML 2024: SeeMoreDetails

Research

My research centers on efficient and adaptive learning, addressing problems from low-level vision to generative synthesis.

Elastic Token Compression for Pixel-Space Diffusion Transformers
Eduard Zamfir, Christian Reisswig, Zongwei Wu, Yongqin Xian, Radu Timofte
Preprint 2026
Paper / Code / Project Page
Language-Free Generative Editing from One Visual Example
Omar Elezabi, Eduard Zamfir, Zongwei Wu, Radu Timofte
CVPR 2026
Paper / Project Page
What You Have is What You Track: Adaptive and Robust Multimodal Tracking
Yuedong Tan, Jiawei Shao, Eduard Zamfir, Ruanjun Li, Zhaochong An, Chao Ma, Danda Pani Paudel, Luc van Gool, Radu Timofte, Zongwei Wu
ICCV 2025
Paper / Code
XTrack: Multimodal Training Boosts RGB-X Video Object Trackers
Yuedong Tan, Zongwei Wu, Zhuyun Zhou, Yuqian Fu, Guolei Sun, Eduard Zamfir, Chao Ma, Danda Pani Paudel, Luc van Gool, Radu Timofte
ICCV 2025
Paper / Code
Complexity Experts are Task-Discriminative Learners for Any Image Restoration
Eduard Zamfir, Zongwei Wu, Nancy Mehta, Yuedong Tan, Danda Pani Paudel, Yulun Zhang, Radu Timofte
CVPR 2025
Paper / Code / Project Page
ReCap: Better Gaussian Relighting with Cross-Environment Captures
Jingzhi Li, Zongwei Wu, Eduard Zamfir, Radu Timofte
CVPR 2025
Paper / Project Page
See More Details: Efficient Image Super-Resolution by Experts Mining
Eduard Zamfir, Zongwei Wu, Nancy Mehta, Yulun Zhang, Radu Timofte
ICML 2024
Paper / Code / Project Page
SQAD: Automatic Smartphone Camera Quality Assessment and Benchmarking
Zilin Fang, Andrey Ignatov, Eduard Zamfir, Radu Timofte
ICCV 2023
Paper / Code
Towards Real-Time 4K Image Super-Resolution
Eduard Zamfir, Marcos V. Conde, Radu Timofte
CVPRW 2023
Paper / Code
Semantic Self-adaptation: Enhancing Generalization with a Single Sample
Sherwin Bahmani*, Oliver Hahn*, Eduard Zamfir*, Nikita Araslanov, Daniel Cremers, Stefan Roth
TMLR 2023
Paper / Code

Academic Service

  • Reviewer: CVPR, ECCV, ICCV (Outstanding Reviewer 2025), NeurIPS (Top Reviewer 2026), ICLR, ICML, TPAMI, IJCV ,WACV, TIP
  • Teaching Assistant: Computer Vision, Image Processing and Computational Photography
  • Website source code by Jon Barron.