Rossella Arcucci
11 papers · 2023–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π€ Dynamic Duo (11)
β‘
Prolific Year Β· Productive
β
The Questioner
π
Century Club Β· Bronze
π
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(9)
Machine Learning
(7)
Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Computer Vision
(3)
Healthcare & Medicine
(3)
Clinical
(3)
Core Methods
(3)
Domain-Specific
(3)
Learning Types Β· Deep Learning
(3)
Natural Language Processing
(2)
Learning Paradigms
(2)
Techniques
(2)
Application Areas
(1)
Keywords
medical imaging
(5)
zero-shot classification
(5)
multimodal learning
(5)
representation learning
(3)
self-supervised learning
(3)
vision-language model
(3)
vision-language pre-training
(3)
report generation
(2)
radiology report
(2)
visual grounding
(1)
medical image segmentation
(1)
clinical diagnosis
(1)
synthetic data generation
(1)
cross-lingual alignment
(1)
instruction tuning
(1)
signal processing
(1)
diffusion model
(1)
bias mitigation
(1)
synthetic data
(1)
latent language disentanglement
(1)
Papers
Knowledge to Sight: Reasoning over Visual Attributes via Knowledge Decomposition for Abnormality Grounding
WACV 2026
Argus: Benchmarking and Enhancing Vision-Language Models for 3D Radiology Report Generation
ACL 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data?
ACL 2025
Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs
EMNLP 2025
MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation
ACL 2025
SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning
EMNLP 2025
BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval
MICCAI 2024
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training
NeurIPS 2024
Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement
ICML 2024
Frozen Language Model Helps ECG Zero-Shot Learning
MIDL 2023
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias
NeurIPS 2023