Shen Ge
17 papers · 2019–2023 · 8 venues · across top CS/AI venues
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π€ Dynamic Duo (17)
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(6)
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Research topics
Machine Learning
(10)
Healthcare & Medicine
(9)
Clinical
(9)
Natural Language Processing
(8)
Deep Learning
(7)
Artificial Intelligence
(6)
Generation
(6)
Learning Types Β· Deep Learning
(6)
Learning Types Β· Machine Learning
(6)
Computer Vision
(5)
Core AI
(5)
Applications
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Core Methods
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Application Areas
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Domain-Specific
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Keywords
multimodal learning
(5)
attention mechanism
(5)
image captioning
(4)
representation learning
(3)
medical report generation
(3)
medical imaging
(3)
knowledge graph
(2)
knowledge distillation
(2)
self-supervised learning
(1)
question answering
(1)
visual question answering
(1)
named entity recognition
(1)
text generation
(1)
information retrieval
(1)
data augmentation
(1)
conditional generation
(1)
curriculum learning
(1)
expectation maximization
(1)
multi-label classification
(1)
contrastive learning
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Papers
Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched Representation
EMNLP 2023
DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis
COLING 2022
End-to-end Spoken Conversational Question Answering: Task, Dataset and Model
NAACL 2022
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations
NeurIPS 2022
Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions
NeurIPS 2022
Towards Joint Intent Detection and Slot Filling via Higher-order Attention
IJCAI 2022
Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention
AAAI 2021
Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation
NeurIPS 2021
Competence-based Multimodal Curriculum Learning for Medical Report Generation
ACL 2021
Contrastive Attention for Automatic Chest X-ray Report Generation
ACL 2021
Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation
CVPR 2021
O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning
ACL 2021
Federated Learning for Vision-and-Language Grounding Problems
AAAI 2020
On the Generation of Medical Question-Answer Pairs
AAAI 2020
Prophet Attention: Predicting Attention with Future Attention
NeurIPS 2020
PSENet: Psoriasis Severity Evaluation Network
AAAI 2020
MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction
IJCAI 2019