When something is important enough, you do it even if the odds are not in your favor.--Elon Musk.
Rui Chen
Research Assistant Professor, THU
[3D Sensing] [Tactile Sensing] [Robot Learning]
ActiveZero++: Mixed Domain Learning Stereo and Confidence-based Depth Completion with Zero Annotation
Rui Chen, Isabella Liu, Edward Yang, Jianyu Tao, Xiaoshuai Zhang, Qing Ran, Zhu Liu, Jing Xu+, Hao Su
TPAMI 2023 [IEEE Xplore] [Code (Coming Soon)]
Close the Optical Sensing Domain Gap by Physics-Grounded Active Stereo Sensor Simulation
Xiaoshuai Zhang*, Rui Chen*, Ang Li**, Fanbo Xiang**, Yuzhe Qin**, Jiayuan Gu**, Zhan Ling**, Minghua Liu**, Peiyu Zeng**, Songfang Han***, Zhiao Huang***, Tongzhou Mu***, Jing Xu+, Hao Su+
TRO 2023 [PDF] [Webpage] [Document] [IEEE Xplore]
Visibility-Aware Point-based Multi-View Stereo Network
Rui Chen, Songfang Han, Jing Xu+, Hao Su
TPAMI 2020 [Paper] [Code]
Point-based Multi-View Stereo Network
Rui Chen*, Songfang Han*, Jing Xu, Hao Su
ICCV 2019 (Oral) [Paper] [Webpage] [Code] [Video] [Presentation]
Accurate Calibration Method for Camera and Projector in Fringe Patterns Measurement System
Rui Chen, Jing Xu+, Heping Chen, Jianhua Su, Zonghua Zhang, Ken Chen
Applied Optics [Paper]
General-Purpose Sim2Real Protocol for Learning Contact-Rich Manipulation With Marker-Based Visuotactile Sensors
Weihang Chen*, Jing Xu*+, Fanbo Xiang, Xiaodi Yuan, Hao Su+, Rui Chen+
TRO 2024.[Paper] [Video]
Transtouch: Learning Transparent Object Depth Sensing Through Sparse Touches
Liuyu Bian*, Pengyang Shi*, Weihang Chen, Jing Xu, Li Yi+, Rui Chen+
IROS 2023.[Paper][Code] [Video]
Bidirectional Sim-to-Real Transfer for GelSight Tactile Sensors with CycleGAN
Weihang Chen*, Yuan Xu*, Zhenyang Chen*, Peiyu Zeng, Renjun Dang, Rui Chen, Jing Xu+
RAL 2022.[Paper][Code]
ManiSkill2: A Unified Benchmark for Generalizable Manipulation Skills
Jiayuan Gu, Fanbo Xiang, Xuanlin Li, Zhan Ling, Xiqiang Liu, Tongzhou Mu, Yihe Tang, Stone Tao, Xinyue Wei, Yunchao Yao, Xiaodi Yuan, Pengwei Xie, Zhiao Huang, Rui Chen, Hao Su
ICLR 2023 [Paper] [Code] [Project]
Sim2Real^2: Actively Building Explicit Physics Model for Precise Articulated Object Manipulation
Liqian Ma, Jiaojiao Meng, Shuntao Liu, Weihang Chen, Jing Xu+, Rui Chen+
ICRA 2023 [Paper] [Code] [Webpage] [Video]
Part-Guided 3D RL for Sim2Real Articulated Object Manipulation
Pengwei Xie*, Rui Chen*, Siang Chen*, Yuzhe Qin, Fanbo Xiang, Tianyu Sun, Jing Xu, Guijin Wang+, Hao Su
RAL2023 [IEEE Xplore] [Code] [Video]
S4G: Amodal Single-view Single-Shot SE(3) Grasp Detection in Cluttered Scenes
Yuzhe Qin*, Rui Chen*, Hao Zhu, Meng Song, Jing Xu, Hao Su
CoRL 2019 [Paper] [Webpage] [Video]
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