Yiming Xie
(He/Him/His)
PhD Student
Research Interests
- Computer Vision
- 3D Vision
- Artificial Intelligence
- Machine Learning
Education
- BS in Information Science and Engineering, Zhejiang University, China
Biography
Yiming Xie is a doctoral student at the Khoury College of Computer Sciences at Northeastern University, advised by Huaizu Jiang. His research focuses on computer vision and machine learning, specifically 3D understanding and reconstruction with a hybrid of geometric and learning-based approaches.
Before joining Northeastern’s PhD program in 2021, Xie received his bachelor’s in Information Science and Engineering from Zhejiang University in China. His research has been published in conferences such as CVPR 2021 and ICCV 2021.
Recent Publications
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SMooDi: Stylized Motion Diffusion Model
Citation: Lei Zhong, Yiming Xie, Varun Jampani, Deqing Sun, Huaizu Jiang. (2024). SMooDi: Stylized Motion Diffusion Model ECCV (1), 405-421. https://doi.org/10.1007/978-3-031-73232-4_23 -
You Don’t Only Look Once: Constructing Spatial-Temporal Memory for Integrated 3D Object Detection and Tracking
Citation: Sun, Jiaming et al. “You Don’t Only Look Once: Constructing Spatial-Temporal Memory for Integrated 3D Object Detection and Tracking.” 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (2021): 3265-3174. -
NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video
Citation: Sun, Jiaming and Xie, Yiming and Chen, Linghao and Zhou, Xiaowei and Bao, Hujun "NeuralRecon: Real-Time Coherent 3D Reconstruction From Monocular Video" Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),June,2021, pages, 15598-15607 -
Disp R-CNN: Stereo 3D Object Detection via Shape Prior Guided Instance Disparity Estimation
Citation: Disp R-CNN: Stereo 3D Object Detection via Shape Prior Guided Instance Disparity Estimation, Sun, Jiaming and Chen, Linghao and Xie, Yiming and Zhang, Siyu and Jiang, Qinhong and Zhou, Xiaowei and Bao, Hujun, CVPR, 2020