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Meng Xia

2 accepted papers

2024

Contrastive Learning for Clinical Outcome Prediction with Partial Data Sources

ICML 2024poster

The use of machine learning models to predict clinical outcomes from (longitudinal) electronic health record (EHR) data is becoming increasingly popular due to advances in deep architectures, representation learning, and the growing availability of large EHR datasets. Existing models generally assum…

Cited by 3SourcePDFScholar
2021

Bottom-Up Shift and Reasoning for Referring Image Segmentation

CVPR 2021poster

Referring image segmentation aims to segment the referent that is the corresponding object or stuff referred by a natural language expression in an image. Its main challenge lies in how to effectively and efficiently differentiate between the referent and other objects of the same category as the re…

Cited by 101PDFcodeScholar