Rossella Arcucci
11 papers · 2023–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (6) π Cross-Pollinator (12) π Conference Polyglot (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
π
Interdisciplinary Bridge
π€
Dynamic Duo
(11)
β
The Questioner
β‘
Prolific Year
(5)
π
Conference Pioneer
π
Century Club
(11)
Conferences
ACL (3)
EMNLP (2)
NIPS (2)
ICML (1)
MICCAI (1)
MIDL (1)
WACV (1)
Top co-authors
Keywords
medical imaging
(5)
zero-shot classification
(4)
multimodal learning
(4)
representation learning
(3)
vision-language pre-training
(3)
radiology report
(2)
self-supervised learning
(2)
vision-language model
(2)
report generation
(2)
synthetic data generation
(1)
cross-lingual alignment
(1)
instruction tuning
(1)
signal processing
(1)
diffusion model
(1)
bias mitigation
(1)
synthetic datum
(1)
vision language model
(1)
dense prediction
(1)
chest x-ray
(1)
computed tomography
(1)
Papers
Knowledge to Sight: Reasoning over Visual Attributes via Knowledge Decomposition for Abnormality Grounding
WACV 2026
MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation
ACL 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data?
ACL 2025
Argus: Benchmarking and Enhancing Vision-Language Models for 3D Radiology Report Generation
ACL 2025
Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs
EMNLP 2025
SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning
EMNLP 2025
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training
NIPS 2024
Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement
ICML 2024
BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval
MICCAI 2024
Frozen Language Model Helps ECG Zero-Shot Learning
MIDL 2023
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias
NIPS 2023