Xie, Shaoan

1. Causal Representation Learning from Multiple Distributions: A General Setting
   2024/02/07 by Kun Zhang, Zhang, Kun, Shaoan Xie +5 · 16 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Imbalanced Data Classification Techniques
2. Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation
   2022/06/28 by Yanwu Xu, Shaoan Xie, Xu, Yanwu +9 · 3 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
3. DreamInpainter: Text-Guided Subject-Driven Image Inpainting with Diffusion Models
   2023/12/05 by Xie, Shaoan, Zhao, Yang, Xiao, Zhisheng +5 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Advancing Counterfactual Inference through Nonlinear Quantile Regression
   2023/06/09 by Xie, Shaoan, Huang, Biwei, Gu, Bin +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
5. Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning
   2025/03/01 by Zijian Li, Shunxing Fan, Li, Zijian +15 · 3 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Digital Media Forensic Detection #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. SmartCLIP: Modular Vision-language Alignment with Identification Guarantees
   2025/07/29 by Xie, Shaoan, Kong, Lingjing, Zheng, Yujia +5 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences