Yuanwen Yue
Yuanwen Yue 岳远紊

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About Me

I am a first-year ELLIS PhD student at ETH Zurich and the University of Oxford, supervised by Prof. Konrad Schindler and Prof. Christian Rupprecht. Prior to that, I was a research scientist intern at Meta Reality Labs. I obtained my Master's degree from ETH Zurich, mainly under the supervision of Dr. Francis Engelmann, Dr. Theodora Kontogianni, Prof. Siyu Tang and Prof. Konrad Schindler. I obtained my Bachelor's degree from Wuhan University and interned at the University of Alberta and DeepMap.

My research interests lie in the intersection of computer vision, computer graphics and machine learning, with a goal of learning to represent and perceive the 3D world.

Publications

Improving 2D Feature Representations by 3D-Aware Fine-Tuning

Yuanwen Yue, Anurag Das, Francis Engelmann, Siyu Tang, Jan Eric Lenssen

European Conference on Computer Vision (ECCV), 2024

[Paper] [Project] [Code]

@inproceedings{yue2024fit3d,
title     = {Improving 2D Feature Representations by 3D-Aware Fine-Tuning},
author    = {Yue, Yuanwen and Das, Anurag and Engelmann, Francis and Tang, Siyu and Lenssen, Jan Eric},
booktitle = {European Conference on Computer Vision (ECCV)},
year      = {2024}
}

AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation

Yuanwen Yue, Sabarinath Mahadevan, Jonas Schult, Francis Engelmann, Bastian Leibe, Konrad Schindler, Theodora Kontogianni

International Conference on Learning Representations (ICLR), 2024

[Paper] [Project] [Code]

@inproceedings{yue2023agile3d,
title     = {AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation},
author    = {Yue, Yuanwen and Mahadevan, Sabarinath and Schult, Jonas and Engelmann, Francis and Leibe, Bastian and Schindler, Konrad and Kontogianni, Theodora},
booktitle = {International Conference on Learning Representations (ICLR)},
year      = {2024}
}

Connecting the Dots: Floorplan Reconstruction Using Two-Level Queries

Yuanwen Yue, Theodora Kontogianni, Konrad Schindler, Francis Engelmann

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023

[Paper] [Project] [Code]

@inproceedings{yue2023roomformer,
title = {Connecting the Dots: Floorplan Reconstruction Using Two-Level Queries},
author = {Yuanwen Yue, Theodora Kontogianni, Konrad Schindler, Francis Engelmann},
booktitle = {IEEE Computer Vision and Pattern Recognition Conference (CVPR)},
year = {2023}
}

A Review of Panoptic Segmentation for Mobile Mapping Point Clouds

Binbin Xiang, Yuanwen Yue, Torben Peters, Konrad Schindler

ISPRS Journal of Photogrammetry and Remote Sensing, 2023

[Paper] [Code]

@article{xiang2023review,
title={A Review of Panoptic Segmentation for Mobile Mapping Point Clouds},
author={Xiang, Binbin and Yue, Yuanwen and Peters, Torben and Schindler, Konrad},
journal={ISPRS Journal of Photogrammetry and Remote Sensing},
year={2023}
}

Implicity: City Modeling from Satellite Images with Deep Implicit Occupancy Fields

Corinne Stucker, Bingxin Ke, Yuanwen Yue, Shengyu Huang, Iro Armeni, Konrad Schindler

ISPRS Annals - ISPRS Congress, 2022 (Best Young Author Award)

[Paper] [Code]

@article{stucker2022implicity,
title={{ImpliCity}: City Modeling from Satellite Images with Deep Implicit Occupancy Fields},
author={Stucker, Corinne and Ke, Bingxin and Yue, Yuanwen and Huang, Shengyu and Armeni, Iro and Schindler, Konrad},
journal = {{ISPRS} Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
volume = {V-2-2022},
year = {2022},
pages = {193--201}
}

Automatic Detection and Mapping of Highway Guardrails From Mobile LiDAR Point Clouds

Yuanwen Yue, Maged Gouda, Karim El-Basyouny

IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2021 (Oral)

[Paper] 

@inproceedings{yue2021automatic,
title={Automatic Detection and Mapping of Highway Guardrails from Mobile LiDAR Point Clouds},
author={Yue, Yuanwen and Gouda, Maged and El-Basyouny, Karim},
booktitle={{IEEE} International Geoscience and Remote Sensing Symposium},
year={2021}
}

A Location-based Social Network System Integrating Mobile Augmented Reality and User Generated Content

Yuanwen Yue, Jiaqi Ding, Yuhao Kang, Yueyao Wang, Kunlin Wu, Teng Fei

ACM SIGSPATIAL Workshop, 2019 (Best Short Paper Award)

[Paper] [Code]

@inproceedings{yue2019location,
title={A Location-based Social Network System Integrating Mobile Augmented Reality and User Generated Content},
author={Yue, Yuanwen and Ding, Jiaqi and Kang, Yuhao and Wang, Yueyao and Wu, Kunlin and Fei, Teng},
booktitle={Proceedings of the ACM SIGSPATIAL Workshop},
year={2019}
}

Integration of A Low-cost Multisensory UAV System for Forest Application

Jianping Li, Bisheng Yang, Yangzi Cong, Senlei Li, Yuanwen Yue

ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2019

[Paper] 

@article{li2019integration,
title={Integration of A Low-cost Multisensory UAV System for Forest Application},
author={Li, Jianping and Yang, Bisheng and Cong, Yangzi and Li, Senlei and Yue, Yuanwen},
journal={ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
year={2019}
}

Awards & Honors


Thanks for the template.