Dawei Fan

Phd Student of ISCAS, UCAS

I am Dawei Fan, a Phd student of Institute of Software, Chinese Academy of Sciences. My research interests primarily lie in Image restoration, Computational photography and Event-based vision.

GitHub Google Scholar
Dawei Fan

Recent News

  • July 2026 Our CVPR'26 awards were featured on our institute’s official website!
  • Mar 2026 We won 3rd place in the CVPR'26 NTIRE 2nd Event-Based Image Deblurring Challenge!
  • Mar 2026 A Co-first author paper was accepted by ICME'26 (CCF-B)!
  • Mar 2026 We won the champion of CVPR'26 PBVS 1st Hyperspectral Image Super-Resolution Challenge challenge!
  • Mar 2026 We won the SSIM champion of CVPR'26 PBVS 7th Thermal Image Super-Resolution Challenge Track 1!
  • Jan 2026 A first-author paper was accepted by ICASSP'26 (CCF-B)!

Education

Institute of Software, Chinese Academy of Sciences

University of Chinese Academy of Sciences
Sep 2024 - Present

Phd student major in Computer Science and Technology, the National Key Laboratory of Space Integrated Information System

Beijing, China

The Northwestern Polytechnical University

Sep 2020 - Jul 2024

Bachelor of Computer Science and Technology, Honor College

  • Rank: 2/112 (3rd year)

Xi'an, Shaanxi, China

Selected Projects (* denotes equal contribution)

Links are organized below each card as Github, Bench, Paper, and Citation. Citation counts are loaded from Semantic Scholar.

v2

Research Papers

ICME 2026 (CCF-B) Event-guided Deblurring

Revisiting Event Guided Deblurring with State Space Model

Dawei Fan*, Fan Ji*, et al.

Achieved PSNR of 37.63 on the GoPro dataset.

Github
ICASSP 2026 (CCF-B) Event-guided Deblurring

TRM-UNet: An Efficient Event-Guided Motion Deblurring Network

Dawei Fan, et al.

Achieved PSNR of 37.21 on the GoPro dataset with only 9.18M parameters and 64.07 GFLOPs.

Github Paper

Challenges & Benchmarks

CVPR 2026 Workshop Rank #1

PBVS 2026 Challenge on Hyperspectral Image Super-Resolution

Dawei Fan, Zeyu Li, Zhenzhen Qin, Peihong Xin, et al.

Winner on both PSNR and SAM.

Github Bench Paper
CVPR 2026 Workshop Rank #1

PBVS 2026 Challenge on Thermal Image Super-Resolution

Dawei Fan, Zeyu Li, et al.

Winner on SSIM.

Github Bench Paper
CVPR 2026 Workshop Rank #3

NTIRE 2026 2nd Event-Based Image Deblurring Challenge

Dawei Fan, Luobin Wang, et al.

Thanks for NVIDIA A100/A800s supported by Tetras.AI@Sensetime.

Github Bench Paper
CVPR 2025 Workshop Rank #4

NTIRE 2025 Challenge on Event-Based Image Deblurring

Dawei Fan, Dafeng Zhang, et al.

3rd place of SSIM. Done during internship at SRC-B, Team Give_it_a_try.

Bench Paper

Internship Experiences

SenseTime (商汤科技)

Sep 2025 - Present

Research Intern

Samsung SRC-B (三星电子中国研究院)

Jan 2025 - Jun 2025

Research Intern

XCPC/NOIP Awards

Other Honors and Awards

  • Excellent Student Cadre (UCAS)

    Beijing, 2026

  • First-Class Scholarship (NWPU)

    Xi'an, 2023 (￥5000)

  • Best Leadership Award (Honor College, NWPU)

    Xi'an, 2023 (￥8000)

  • Innovation Star (Honor College, NWPU)

    Xi'an, 2022 & 2023 (￥8000)

  • Star of Arts and Sports (Honor College, NWPU)

    Xi'an, 2022 (￥8000)

  • Huawei Intelligent Base Scholarship

    Xi'an, 2022 (￥4000)

  • Second-Class Scholarship (NWPU)

    Xi'an, 2021 (￥1000) & 2022 (￥2000)

Skills & Proficiencies

Languages

Python C++ C

Frameworks

PyTorch BasicSR

Tools & Databases

Git Tensorboard