Xi Shen

According to our database, Xi Shen authored at least 30 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Explicit Visual Prompting for Universal Foreground Segmentations.

Weihuang Liu, Xi Shen, Chi-Man Pun, Xiaodong Cun

IEEE Trans. Pattern Anal. Mach. Intell., February, 2026

2025

SKEL-CF: Coarse-to-Fine Biomechanical Skeleton and Surface Mesh Recovery.

Da Li, Jiping Jin, Xuanlong Yu, Wei Liu, Xiaodong Cun, Kai Chen, Rui Fan, Jiangang Kong, Xi Shen

CoRR, November, 2025

VAU-R1: Advancing Video Anomaly Understanding via Reinforcement Fine-Tuning.

Liyun Zhu, Qixiang Chen, Xi Shen, Xiaodong Cun

CoRR, May, 2025

HTR-VT: Handwritten text recognition with vision transformer.

Yuting Li, Dexiong Chen, Tinglong Tang, Xi Shen

Pattern Recognit., 2025

DEIM: DETR with Improved Matching for Fast Convergence.

Shihua Huang, Zhichao Lu, Xiaodong Cun, Yongjun Yu, Xiao Zhou, Xi Shen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Compressing Features for Learning With Noisy Labels.

Yingyi Chen, Shell Xu Hu, Xi Shen, Chunrong Ai, Johan A. K. Suykens

IEEE Trans. Neural Networks Learn. Syst., February, 2024

ForgeryTTT: Zero-Shot Image Manipulation Localization with Test-Time Training.

Weihuang Liu, Xi Shen, Chi-Man Pun, Xiaodong Cun

CoRR, 2024

Depth-Aware Test-Time Training for Zero-Shot Video Object Segmentation.

Weihuang Liu, Xi Shen, Haolun Li, Xiuli Bi, Bo Liu, Chi-Man Pun, Xiaodong Cun

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SURE: SUrvey REcipes for Building Reliable and Robust Deep Networks.

Yuting Li, Yingyi Chen, Xuanlong Yu, Dexiong Chen, Xi Shen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

TokenCut: Segmenting Objects in Images and Videos With Self-Supervised Transformer and Normalized Cut.

Yangtao Wang, Xi Shen, Yuan Yuan, Yuming Du, Maomao Li, Shell Xu Hu, James L. Crowley, Dominique Vaufreydaz

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Jigsaw-ViT: Learning jigsaw puzzles in vision transformer.

Yingyi Chen, Xi Shen, Yahui Liu, Qinghua Tao, Johan A. K. Suykens

Pattern Recognit. Lett., February, 2023

T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations.

Jianrong Zhang, Yangsong Zhang, Xiaodong Cun, Shaoli Huang, Yong Zhang, Hongwei Zhao, Hongtao Lu, Xi Shen

CoRR, 2023

Back to MLP: A Simple Baseline for Human Motion Prediction.

Wen Guo, Yuming Du, Xi Shen, Vincent Lepetit, Xavier Alameda-Pineda, Francesc Moreno-Noguer

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

LivelySpeaker: Towards Semantic-Aware Co-Speech Gesture Generation.

Yihao Zhi, Xiaodong Cun, Xuelin Chen, Xi Shen, Wen Guo, Shaoli Huang, Shenghua Gao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Generating Human Motion from Textual Descriptions with Discrete Representations.

Jianrong Zhang, Yangsong Zhang, Xiaodong Cun, Yong Zhang, Hongwei Zhao, Hongtao Lu, Xi Shen, Shan Ying

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation.

Wenxuan Zhang, Xiaodong Cun, Xuan Wang, Yong Zhang, Xi Shen, Yu Guo, Ying Shan, Fei Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Explicit Visual Prompting for Low-Level Structure Segmentations.

Weihuang Liu, Xi Shen, Chi-Man Pun, Xiaodong Cun

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Spatially-Consistent Feature Matching and Learning for Heritage Image Analysis.

Xi Shen, Robin Champenois, Shiry Ginosar, Ilaria Pastrolin, Morgane Rousselot, Oumayma Bounou, Tom Monnier, Spyros Gidaris, François Bougard, Pierre-Guillaume Raverdy, Marie-Françoise Limon-Bonnet, Christine Benevent, Marc H. Smith, Olivier Poncet, K. Bender, Béatrice Joyeux-Prunel, Elizabeth Honig, Alexei A. Efros, Mathieu Aubry

Int. J. Comput. Vis., 2022

Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut.

Yangtao Wang, Xi Shen, Shell Xu Hu, Yuan Yuan, James L. Crowley, Dominique Vaufreydaz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Learning Co-segmentation by Segment Swapping for Retrieval and Discovery.

Xi Shen, Alexei A. Efros, Armand Joulin, Mathieu Aubry

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Re-ranking for image retrieval and transductive few-shot classification.

Xi Shen, Yang Xiao, Shell Xu Hu, Othman Sbai, Mathieu Aubry

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Image Collation: Matching Illustrations in Manuscripts.

Ryad Kaoua, Xi Shen, Alexandra Durr, Stavros Lazaris, David Picard, Mathieu Aubry

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Boosting Co-Teaching With Compression Regularization for Label Noise.

Yingyi Chen, Xi Shen, Shell Xu Hu, Johan A. K. Suykens

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

A Web Application for Watermark Recognition.

Oumayma Bounou, Tom Monnier, Ilaria Pastrolin, Xi Shen, Christine Benevent, Marie-Françoise Limon-Bonnet, François Bougard, Mathieu Aubry, Marc H. Smith, Olivier Poncet, Pierre-Guillaume Raverdy

J. Data Min. Digit. Humanit., 2020

Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approach.

Xi Shen, Ilaria Pastrolin, Oumayma Bounou, Spyros Gidaris, Marc H. Smith, Olivier Poncet, Mathieu Aubry

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Empirical Bayes Transductive Meta-Learning with Synthetic Gradients.

Shell Xu Hu, Pablo Garcia Moreno, Yang Xiao, Xi Shen, Guillaume Obozinski, Neil D. Lawrence, Andreas C. Damianou

Proceedings of the 8th International Conference on Learning Representations, 2020

RANSAC-Flow: Generic Two-Stage Image Alignment.

Xi Shen, François Darmon, Alexei A. Efros, Mathieu Aubry

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Marginalized Average Attentional Network for Weakly-Supervised Learning.

Yuan Yuan, Yueming Lyu, Xi Shen, Ivor W. Tsang, Dit-Yan Yeung

Proceedings of the 7th International Conference on Learning Representations, 2019

Discovering Visual Patterns in Art Collections With Spatially-Consistent Feature Learning.

Xi Shen, Alexei A. Efros, Mathieu Aubry

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

The burgeoning computer-art symbiosis.

Shiry Ginosar, Xi Shen, Karan Dwivedi, Elizabeth Honig, Mathieu Aubry

XRDS, 2018