Shanshan Song
6 papers · 2024–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Computer Vision
(2)
Healthcare & Medicine
(2)
Analysis
(2)
Application Areas
(2)
Architectures
(2)
Clinical
(2)
Domain-Specific
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Applications
(1)
Keywords
medical image segmentation
(2)
volumetric segmentation
(2)
representation learning
(1)
semantic segmentation
(1)
semi-supervised learning
(1)
feature learning
(1)
statistical inference
(1)
path planning
(1)
self-supervised learning
(1)
medical imaging
(1)
hypothesis testing
(1)
natural images
(1)
fourier transform
(1)
high-dimensional linear model
(1)
pre-trained model
(1)
parameter-efficient tuning
(1)
frequency domain
(1)
dynamic inference
(1)
missing data
(1)
energy consumption
(1)
Papers
EchoViewCLIP: Advancing Video Quality Control through High-performance View Recognition of Echocardiography
MICCAI 2025
Reducing AUV Energy Consumption Through Dynamic Sensor Directions Switching via Deep Reinforcement Learning
AAAI 2025
FreMIM: Fourier Transform Meets Masked Image Modeling for Medical Image Segmentation
WACV 2024
Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation
WACV 2024
Med-Tuning: A New Parameter-Efficient Tuning Framework for Medical Volumetric Segmentation
MIDL 2024
Semi-supervised Inference for Block-wise Missing Data without Imputation
JMLR 2024