Zhenbang Wu
5 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Deep Learning
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Applications
(1)
Domain-Specific
(1)
Resources & Methods
(1)
Keywords
electronic health record
(2)
multimodal learning
(2)
medical imaging
(1)
question answering
(1)
natural language understanding
(1)
medical image analysis
(1)
semantic matching
(1)
instruction tuning
(1)
latent domain discovery
(1)
image-text retrieval
(1)
clinical predictive modeling
(1)
domain shift
(1)
graph contrastive learning
(1)
image-text matching
(1)
clinical natural language processing
(1)
medical vision-language model
(1)
clinical nlp
(1)
zero-shot prediction
(1)
self-learning framework
(1)
patient representation
(1)
Papers
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
NeurIPS 2024
Instruction Tuning Large Language Models to Understand Electronic Health Records
NeurIPS 2024
Multimodal Patient Representation Learning with Missing Modalities and Labels
ICLR 2024
An Iterative Self-Learning Framework for Medical Domain Generalization
NeurIPS 2023
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text
EMNLP 2022