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Xiaofeng Liu
Researcher
PaperFinite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data GuidanceAuthorship / preprint / 2026PaperVariational Inference for Quantifying Inter-observer Variability in Segmentation of Anatomical StructuresAuthorship / preprint / 2022PaperSelf-semantic contour adaptation for cross modality brain tumor segmentationAuthorship / preprint / 2022PaperStructure-aware Unsupervised Tagged-to-Cine MRI Synthesis with Self DisentanglementAuthorship / preprint / 2022PaperBathymetry Inversion using a Deep-Learning-Based Surrogate for Shallow Water Equations SolversAuthorship / preprint / 2022PaperUnsupervised Domain Adaptation for Segmentation with Black-box Source ModelAuthorship / preprint / 2022PaperSubtype-Aware Dynamic Unsupervised Domain AdaptationAuthorship / preprint / 2022PaperDeep Unsupervised Domain Adaptation: A Review of Recent Advances and PerspectivesAuthorship / preprint / 2022