Andrew H. Song
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)
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The Questioner
Venues
Top co-authors
Research topics
Deep Learning
(5)
Healthcare & Medicine
(5)
Machine Learning
(5)
Clinical
(5)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Architectures
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
whole slide image
(4)
histology image
(2)
computational pathology
(2)
transfer learning
(1)
self-supervised learning
(1)
medical imaging
(1)
multimodal learning
(1)
multiple instance learning
(1)
time series
(1)
kalman filter
(1)
gene expression
(1)
spectral analysis
(1)
generative model
(1)
gaussian mixture model
(1)
multimodal representation learning
(1)
foundation model
(1)
pre-trained model
(1)
multimodal representation
(1)
spatial transcriptomics
(1)
histopathology image
(1)
Papers
Do Multiple Instance Learning Models Transfer?
ICML 2025
HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis
NeurIPS 2024
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology
CVPR 2024
Multimodal Prototyping for cancer survival prediction
ICML 2024
Transcriptomics-guided Slide Representation Learning in Computational Pathology
CVPR 2024
PLSO: A generative framework for decomposing nonstationary time-series into piecewise stationary oscillatory components
UAI 2021