Bio
Research Scientist
Email: leo_sun[at]zju[dot]edu[dot]cn; lei[dot]sun[at]insait[dot]ai
About me
My research interests include multi-modal fusion, image restoration, event-based algorithms, image/video generative models, and semantic segmentation.
I am interested in event cameras, a neuromorphic sensor that imitates the behavior of the human eye. Check out the introduction of the event camera and one of my project pages.
I am also doing research on multi-modal fusion and image/video generative models.
Before joining INSAIT, I led projects aimed at improving smartphone camera image processing pipelines in collaboration with several smartphone camera brands.
Google Scholar Personal webpage
Education
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University of Zurich & ETH Zurich, Robotics & Perception Group, Jan 2023 – Aug 2023 Visiting Ph.D. student, Supervisor: Davide Scaramuzza
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ETH Zurich, Computer Vision Lab, Sep 2021 – Jan 2023 Visiting Ph.D. student, Supervisor: Luc Van Gool
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Zhejiang University, Sep 2018 – Jul 2024 Ph.D. in Computer Vision, Supervisor: Kaiwei Wang
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Beijing Institution of Technology, Sep 2014 – Jun 2018 B.Sc. in Optical Engineering
For a complete list of my publications, please see my Google Scholar page.
Publications
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Universal Computational Aberration Correction: A Comprehensive Benchmark Analysis
2026 · IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026)
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Rethinking Image Evaluation in Super-Resolution
2026 · IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026)
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Learning Latent Transmission and Glare Maps for Lens Veiling Glare Removal
2026 · IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026)
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Low-Light Image Enhancement using Event-Based Illumination Estimation
2025 · International Conference on Computer Vision (ICCV 2025)
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The Tenth NTIRE 2025 Image Denoising Challenge Report
2025 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPRW 2025)
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A Unified Framework for Event-Based Frame Interpolation With Ad-Hoc Deblurring in the Wild
2024 · IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2024)