Jiarui Xu

I am a third-year Ph.D. student at UC San Diego in Computer Science & Engineering Department, advised by Prof. Xiaolong Wang

I received my Bachelor's degree from Hong Kong University of Science and Technology (HKUST) advised by Prof. Chi-Keung Tang. I also spent one year in Microsoft Research Asia (MSRA) as a research intern, working with Dr. Yue Cao, Dr. Han Hu, and Dr. Stephen Lin.

Email / Google Scholar / Github

News

^New [2022.03] GroupViT is accepted by CVPR 2022.

[2021.07] VFS is accepted by ICCV 2021 as oral presentation.

[2020.12] The extension of GCNet (Best Paper Award at ICCV 2019 Neural Architects Workshop) got accepted by TPAMI.

Papers (* indicates equal contribution)

GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation
Chenhongyi Yang*, Jiarui Xu*, Shalini De Mello, Elliot J. Crowley, Xiaolong Wang
arXiv / code

Learning Implicit Feature Alignment Function for Semantic Segmentation
Hanzhe Hu*, Yinbo Chen*, Jiarui Xu, Shubhankar Borse, Hong Cai, Fatih Porikli, Xiaolong Wang
European Conference on Computer Vision ( ECCV), 2022
arXiv / code

GroupViT: Semantic Segmentation Emerges from Text Supervision
Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas Breuel, Jan Kautz, Xiaolong Wang
Conference on Computer Vision and Pattern Recognition (CVPR), 2022
project page / arXiv / code / models / demo / video

Rethinking Self-Supervised Correspondence Learning: A Video Frame-level Similarity Perspective
Jiarui Xu, Xiaolong Wang
International Conference on Computer Vision (ICCV), 2021 (Oral)
project page / arXiv / code / video

Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in Time.
Shaowei Liu*, Hanwen Jiang*, Jiarui Xu, Sifei Liu, Xiaolong Wang
Conference on Computer Vision and Pattern Recognition (CVPR), 2021
project page / arXiv

Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching
Xuhua Huang*, Jiarui Xu*, Yu-Wing Tai, Chi-Keung Tang
Conference on Computer Vision and Pattern Recognition (CVPR), 2020
project page / arXiv / video

Learning to Group: A Bottom-Up Framework for 3D Part Discovery in Unseen Categories
Tiange Luo, Kaichun Mo, Zhiao Huang, Jiarui Xu, Siyu Hu, Liwei Wang, Hao Su
International Conference on Learning Representations (ICLR), 2020
project page / arXiv / code

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
Yue Cao*, Jiarui Xu*, Steve Lin, Fangyun Wei, Han Hu
International Conference on Computer Vision Workshop (ICCVW), 2019 (Best Paper Award)
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
arXiv / code / @mmdet / post / journal

Spatial-Temporal Relation Networks for Multi-Object Tracking
Jiarui Xu, Yue Cao, Zheng Zhang, Han Hu
International Conference on Computer Vision (ICCV), 2019
arXiv

Deep High Dynamic Range Imaging with Large Foreground Motions
Shangzhe Wu, Jiarui Xu, Yu-Wing Tai, Chi-Keung Tang
European Conference on Computer Vision ( ECCV), 2018
project page / arXiv / code

Modified from Jon Barron