Unraveling Normal Anatomy via Fluid-Driven Anomaly RandomizationComputer Vision and Pattern Recognition (CVPR), 2025 |
PEPSI: Pathology-Enhanced Pulse-Sequence-Invariant Representations for
Brain MRIInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 |
Brain-ID: Learning Contrast-agnostic Anatomical Representations for
Brain ImagingEuropean Conference on Computer Vision (ECCV), 2023 |
HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid
PredictionInternational Conference on Machine Learning (ICML), 2023 |
Knowledge-augmented Deep Learning and Its Applications: A SurveyIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 |