Yiming Xie 谢一鸣
- [Mar 2, 2022] one paper accepted to CVPR'22
- [Jul 22, 2021] one paper accepted to ICCV'21
- [Apr 29, 2021] one paper accepted to TPAMI'21
- [Feb 29, 2021] one paper accepted to CVPR'21 (oral)
I am currently a first-year Ph.D. student at Khoury College of Computer Sciences, Northeastern University supervised by Prof. Huaizu Jiang.
I previously worked as a research assistant in State Key Lab of CAD & CG, Zhejiang University
supervised by Prof. Xiaowei Zhou.
Before that, I was a research intern at 3D&AR Group of SenseTime supervised by Jiaming Sun.
I received my Bachelor's degree in 2019 from Zhejiang University(ZJU).
PlanarRecon: Real-time 3D Plane Detection and Reconstruction from Posed Monocular Videos
Yiming Xie, Matheus Gadelha, Fengting Yang, Xiaowei Zhou, Huaizu Jiang. Computer Vision and Pattern Recognition (CVPR), 2022.
You Don’t Only Look Once: Constructing Spatial-Temporal Memory for Integrated 3D Object Detection and Tracking
Yiming Xie*, Jiaming Sun*, Siyu Zhang, Linghao Chen, Guofeng Zhang, Hujun Bao, Xiaowei Zhou. (* equal contribution)
International Conference on Computer Vision (ICCV), 2021.
Shape Prior Guided Instance Disparity Estimation for 3D Object Detection
Linghao Chen*, Jiaming Sun*, Yiming Xie, Siyu Zhang, Qing Shuai, Qinhong Jiang, Guofeng Zhang, Hujun Bao, Xiaowei Zhou. (* equal contribution)
Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021.
- [Spring 2022] CS 7150: Deep Learning
3D Scene Semantic Modeling
Deep Scene Flow Estimation with Iterative Soft-argmin and Edge-aware Regression
Proposed an edge-aware policy to improve the over-smoothing problem and utilized contrastive loss to learn a more discriminative descriptor.
Proposed an iterative soft argmin to cope with the multi-modal distributions of cost volume.