Xi Shen

According to our database, Xi Shen authored at least 18 papers between 2018 and 2024.

Collaborative distances:

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

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

SURE: SUrvey REcipes for building reliable and robust deep networks.

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

CoRR, 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

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

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