Dawei Fan

Master Student of ISCAS, UCAS

I am Dawei Fan, a second-year master student of Institute of Software, Chinese Academy of Sciences. My research interests primarily lie in Image restoration, Image fusion and Computational photography.

GitHub Google Scholar
Dawei Fan

Recent News

  • Mar 2026 We won 3rd place in the NTIRE 2026 2nd Event-Based Image Deblurring Challenge!
  • Mar 2026 A Co-first author paper accepted by ICME'26 (CCF-B)!
  • Mar 2026 We are the champion of CVPR'26 PBVS HISR challenge!
  • Mar 2026 We are the champion of CVPR'26 PBVS TISR challenge!
  • Jan 2026 A first-author paper accepted by ICASSP'26 (CCF-B)!

Education

Institute of Software, Chinese Academy of Sciences

University of Chinese Academy of Sciences
Sep 2024 - Present

Master 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
CVPR 2026 Workshop Rank #1

PBVS 2026 Challenge on Thermal Image Super-Resolution

Dawei Fan, Zeyu Li, et al.

Winner on SSIM.

Github Bench
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@.

Github Bench
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

  • 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