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Wenxuan Ji

2 accepted papers

2021

Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis

AAAI 2021technical

Recent advances in unsupervised domain adaptation (UDA) show that transferable prototypical learning presents a powerful means for class conditional alignment, which encourages the closeness of cross-domain class centroids. However, the cross-domain inner-class compactness and the underlying fine-gr…

2020

Severity-Aware Semantic Segmentation With Reinforced Wasserstein Training

CVPR 2020poster

Semantic segmentation is a class of methods to classify each pixel in an image into semantic classes, which is critical for autonomous vehicles and surgery systems. Cross-entropy (CE) loss-based deep neural networks (DNN) achieved great success w.r.t. the accuracy-based metrics, e.g., mean Intersect…

Cited by 35PDFScholar