I am a PhD student
at
Computer Vision Laboratory, ETH Zurich, Switzerland,
supervised by Dr. Martin Danelljan
and Prof. Luc Van Gool.
I am lucky to have the opportunities to work with Prof. Helge Rhodin at
UBC, Prof. Pascal Fua, Prof. Alexandre Alahi at EPFL, and Prof. Jingyi Yu at ShanghaiTech. I'm interested in computer vision, machine learning and their
applications on autonomous driving.
Before that, I obtained my
B.Sc. in Computer Science at Wuhan University, Wuhan, China
and M.Sc. in Computer Science at EPFL, Lausanne, Switzerland
l Research Intern, Disney Research Zurich, Oct. 2020 - Aug. 2021
l Research Intern, Tencent AI Lab, Jul. 2020 - Oct. 2020
l Research Assistant, Computer Vision Lab, EPFL, Feb. 2019 - Nov. 2019
-
Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking
Mattia Segu, Luigi Piccinelli, Siyuan Li, Yung-Hsu Yang, Bernt Schiele, Luc Van Gool
Arxiv ( 2024 )
Paper
Code
Page
-
SLAck: Semantic, Location, and Appearance Aware Open-Vocabulary Tracking
Siyuan Li, Lei Ke, Yung-Hsu Yang, Luigi Piccinelli, Mattia Segu, Martin Danelljan, Luc Van Gool
European Conference on Computer Vision (ECCV 2024 )
arXiv
Code
-
Walker: Self-supervised Multiple Object Tracking by Walking on Temporal Object Appearance Graphs
Mattia Segu, Luigi Piccinelli, Siyuan Li, Luc Van Gool, Fisher Yu, Bernt Schiele
European Conference on Computer Vision (ECCV 2024 )
Paper
Code
-
Matching Anything By Segmenting Anything
Siyuan Li, Lei Ke, Martin Danelljan, Luigi Piccinelli, Mattia Segu, Luc Van Gool, Fisher Yu
In Conference on Computer Vision and Pattern Recognition (CVPR 2024 Highlight)
arXiv
Code
Page
-
UniDepth: Universal Monocular Metric Depth Estimation
Luigi Piccinelli, Yung-Hsu Yang, Christos Sakaridis, Mattia Segu, Siyuan Li, Luc Van Gool, Fisher Yu
In Conference on Computer Vision and Pattern Recognition (CVPR 2024 Highlight)
arXiv
Code
-
Cascade-DETR: Delving into High-Quality Universal Object Detection
Mingqiao Ye*, Lei Ke*, Siyuan Li, Yu-Wing Tai, Chi-Keung Tang, Martin Danelljan, Fisher Yu
In International Conference on Computer Vision (ICCV 2023)
arXiv
Code
-
OVTrack: Open-Vocabulary Multiple Object Tracking
Siyuan Li*, Tobias Fischer*, Lei Ke, Henghui Ding, Martin Danelljan, Fisher Yu
In Conference on Computer Vision and Pattern Recognition (CVPR 2023)
arXiv
Code
Page
-
Tracking Every Thing in the Wild
Siyuan Li, Martin Danelljan, Henghui Ding, Thomas E. Huang, Fisher Yu
In European Conference on Computer Vision (ECCV 2022)
arXiv
Code
Page
-
Semantically-aware Discriminator: The Power of a Shared Representation for Image Synthesis
Saeed Saadatnejad, Siyuan Li, Taylor Mordan, Alexandre Alahi
IEEE Transactions on Intelligent Transportation Systems (T-ITS 2021)
arXiv
-
Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals
Siyuan Li, Semih Günel, Mirela Ostrek, Pavan Ramdya, Pascal Fua, Helge Rhodin
In Conference on Computer Vision and Pattern Recognition (CVPR 2020)
Paper
Code
-
Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55
Siyuan Li, Jie Lu, Shi Jin, Jingyi Yu et al (*ShanghaiTech only)
International Conference on Computer Vision (ICCV 2017) workshop
arXiv