Xiaoyuan Guan

According to our database, Xiaoyuan Guan authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

Global and Local Vision-Language Alignment for Few-Shot Learning and Few-Shot OOD Detection.

Jie Yan, Xiaoyuan Guan, Weishi Zheng, Hao Chen, Ruixuan Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

Feedback-Based Adaptive Crossover-Rate in Evolutionary Computation.

Xiaoyuan Guan, Tianyi Yang, Chunliang Zhao, Yuren Zhou

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Out-of-Distribution Detection by Principal Component Correspondence.

Xiaoyuan Guan, Zhiyong Gan, Ling Deng, Wei Shi, Jiankang Chen, Shenshen Bu, Chunliang Zhao, Jianfang Hu, Yuren Zhou, Wei-Shi Zheng, Ruixuan Wang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection.

Xiaoyuan Guan, Jiankang Chen, Shenshen Bu, Yuren Zhou, Wei-Shi Zheng, Ruixuan Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Revisit PCA-based technique for Out-of-Distribution Detection.

Xiaoyuan Guan, Zhouwu Liu, Wei-Shi Zheng, Yuren Zhou, Ruixuan Wang

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