Linwei Chen

陈林蔚

Linwei Chen

I received a B.S. degree in Mechanical Engineering and Automation from China University of Geosciences, Beijing, China, in 2019, and an M.S. degree in Software Engineering from Beijing Institute of Technology, Beijing, China, in 2021. I am currently pursuing an Eng.D. at MIIT Key Laboratory of Complex-field Intelligent Sensing, within the School of Information and Electronics at Beijing Institute of Technology. My research interests include image segmentation, object detection, and remote sensing.

I am looking for positions in both academia and industry starting in Fall 2025. Feel free to connect with me if you are interested in working with me.

Recent News

[2025.03] One paper is accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2025.

[2024.08] One paper is accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2024.

[2024.02] One paper is accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2024.

[2023.12] One paper is accepted by International Conference on Learning Representations (ICLR) 2024.

[2023.09] One paper is accepted by ISPRS Journal of Photogrammetry and Remote Sensing.

[2023.05] One paper is accepted by International Journal of Computer Vision (IJCV).

Selected Publications

Frequency Dynamic Convolution for Dense Image Prediction

Linwei Chen, Lin Gu, Liang Li, Chenggang Yan, Ying Fu

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025

PDF Code BibTeX

Frequency-aware Feature Fusion for Dense Image Prediction

Linwei Chen, Ying Fu, Lin Gu, Chenggang Yan, Tatsuya Harada, Gao Huang

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024

PDF Code BibTeX

Frequency-Adaptive Dilated Convolution for Semantic Segmentation

Linwei Chen, Lin Gu, Ying Fu

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024

PDF Code BibTeX

When Semantic Segmentation Meets Frequency Aliasing

Linwei Chen, Lin Gu, Ying Fu

International Conference on Learning Representations (ICLR), 2024

PDF Code BibTeX

A Large-scale Climate-aware Satellite Image Dataset for Domain Adaptive Land-Cover Semantic Segmentation

Songlin Liu*, Linwei Chen*, Li Zhang, Jun Hu, Ying Fu

ISPRS Journal of Photogrammetry and Remote Sensing, 2023

PDF Code & Dataset BibTeX

Instance Segmentation in the Dark

Linwei Chen, Ying Fu, Kaixuan Wei, Dezhi Zheng, Felix Heide

International Journal of Computer Vision (IJCV), 2023

PDF Code & Dataset BibTeX

Publications

2025

Frequency Dynamic Convolution for Dense Image Prediction

Linwei Chen, Lin Gu, Liang Li, Chenggang Yan, Ying Fu*. CVPR

[pdf] [code] [bibtex]

2024

Frequency-aware Feature Fusion for Dense Image Prediction

Linwei Chen, Ying Fu*, Lin Gu, Chenggang Yan, Tatsuya Harada, Gao Huang. TPAMI

[pdf] [code] [bibtex]
Frequency-Adaptive Dilated Convolution for Semantic Segmentation

Linwei Chen, Lin Gu, Ying Fu. CVPR

[pdf] [code] [bibtex]
When Semantic Segmentation Meets Frequency Aliasing

Linwei Chen, Lin Gu, Ying Fu. ICLR

[pdf] [code] [bibtex]

2023

Instance Segmentation in the Dark

Linwei Chen, Ying Fu, Kaixuan Wei, Dezhi Zheng, Felix Heide. IJCV

[pdf] [code&dataset] [bibtex]
A Large-scale Climate-aware Satellite Image Dataset for Domain Adaptive Land-Cover Semantic Segmentation

Songlin Liu^*, Linwei Chen^*, Li Zhang, Jun Hu, Ying Fu. ISPRS Journal of Photogrammetry and Remote Sensing

[pdf] [code&dataset] [bibtex]

2022

LE-GAN: Unsupervised low-light image enhancement network using attention module and identity invariant loss

Ying Fu, Yang Hong, Linwei Chen, Shaodi You. Knowledge-Based Systems

[pdf] [code] [bibtex]
Hybrid supervised instance segmentation by learning label noise suppression

Linwei Chen, Ying Fu*, Shaodi You, Hongzhe Liu. Neurocomputing

[pdf] [code] [bibtex]
Consistency-Aware Map Generation at Multiple Zoom Levels Using Aerial Image

Linwei Chen, Ying Fu*, Zheng Fang. IEEE J-Stars

[pdf] [code&dataset] [bibtex]
Level-Aware Consistent Multi-level Map Translation From Satellite Imagery

Ying Fu*, Zheng Fang, Linwei Chen, Tao Song, Defu Lin. IEEE TGRS

[pdf] [bibtex]

2021

Crafting Object Detection in Very Low Light

Yang Hong, Kaixuan Wei, Linwei Chen, Ying Fu*. BMVC

[pdf] [code&dataset] [bibtex]
Efficient Hybrid Supervision for Instance Segmentation in Aerial Images

Linwei Chen, Ying Fu, Shaodi You, Hongzhe Liu. Remote Sensing

[pdf] [code] [bibtex]

Contact Information

Email:
chenlinwei@bit.edu.cn
charleschen2013@163.com

Zhihu
Uno Whoiam

Address:
No.5, Zhongguancun South Street, Haidian District, Beijing 100081, China