Maya Varma
17 papers · 2020–2026 · 8 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (45) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Diamond 🐣 Hot Topic Early Bird
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Topic Evolution
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Century Club · Bronze
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Research topics
Deep Learning
(9)
Healthcare & Medicine
(9)
Machine Learning
(9)
Clinical
(9)
Artificial Intelligence
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Computer Vision
(8)
Natural Language Processing
(8)
Core AI
(7)
Learning Types · Deep Learning
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Domain-Specific
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Application Areas
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Applications
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Core Methods
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Generation
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Learning Types · Machine Learning
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Keywords
medical imaging
(8)
vision-language model
(5)
radiology report
(5)
radiology report generation
(4)
chest x-ray
(4)
report generation
(3)
multimodal learning
(3)
large language model
(2)
clinical nlp
(2)
factual correctness
(2)
text generation
(2)
clinical text
(2)
radiology report summarization
(2)
error detection
(2)
self-supervised learning
(2)
medical image
(2)
impression generation
(2)
test-time adaptation
(1)
language model evaluation
(1)
relation extraction
(1)
Papers
Activation Matters: Test-time Activated Negative Labels for OOD Detection with Vision-Language Models
CVPR 2026
Learning Generalizable 3D Medical Image Representations from Mask-Guided Self-Supervision
CVPR 2026
Automated Structured Radiology Report Generation
ACL 2025
CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback
ACL 2025
LieRE: Lie Rotational Positional Encodings
ICML 2025
MedVAE: Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders
MIDL 2025
GREEN: Generative Radiology Report Evaluation and Error Notation
EMNLP 2024
Overview of the First Shared Task on Clinical Text Generation: RRG24 and “Discharge Me!”
ACL 2024
RadGraph-XL: A Large-Scale Expert-Annotated Dataset for Entity and Relation Extraction from Radiology Reports
ACL 2024
RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models
NeurIPS 2024
Overview of the RadSum23 Shared Task on Multi-modal and Multi-anatomical Radiology Report Summarization
ACL 2023
Toward Expanding the Scope of Radiology Report Summarization to Multiple Anatomies and Modalities
ACL 2023
ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World Data
ICCV 2023
Domino: Discovering Systematic Errors with Cross-Modal Embeddings
ICLR 2022
ViLMedic: a framework for research at the intersection of vision and language in medical AI
ACL 2022
Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text
EMNLP 2021
Determining Question-Answer Plausibility in Crowdsourced Datasets Using Multi-Task Learning
EMNLP 2020