Peirong Liu
8 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(16)
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Hot Topic Early Bird
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Conference Pioneer
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Research topics
Keywords
perfusion imaging
(2)
anomaly detection
(2)
medical imaging
(2)
advection-diffusion equation
(2)
3d vision
(1)
image reconstruction
(1)
deep learning
(1)
synthetic data generation
(1)
image registration
(1)
shape matching
(1)
probability calibration
(1)
gaussian distribution
(1)
physics-informed learning
(1)
uncertainty estimation
(1)
stochastic modeling
(1)
temperature scaling
(1)
monte carlo dropout
(1)
scene flow estimation
(1)
brain mri
(1)
stroke detection
(1)
Papers
Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging
ICLR 2025
Unraveling Normal Anatomy via Fluid-Driven Anomaly Randomization
CVPR 2025
Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging
ECCV 2024
PEPSI: Pathology-Enhanced Pulse-Sequence-Invariant Representations for Brain MRI
MICCAI 2024
Deep Decomposition for Stochastic Normal-Abnormal Transport
CVPR 2022
Accurate Point Cloud Registration with Robust Optimal Transport
NeurIPS 2021
Discovering Hidden Physics Behind Transport Dynamics
CVPR 2021
Local Temperature Scaling for Probability Calibration
ICCV 2021