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.

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

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.

	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
	Efficient Degradation-aware Any Image Restoration Eduard Zamfir, Zongwei Wu, Nancy Mehta, Danda Pani Paudel, Yulun Zhang, Radu Timofte arXiv 2024 Paper / Code / 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