Enzo Ferrante
6 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
π₯
Mega-Team Β· Squad
π
Conference Pioneer
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Deep Learning
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Analysis
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Linguistics
(1)
Keywords
image classification
(1)
benchmark evaluation
(1)
probabilistic modeling
(1)
domain generalization
(1)
bayesian inference
(1)
machine translation
(1)
medical image segmentation
(1)
deep learning
(1)
magnetic resonance imaging
(1)
convolutional neural network
(1)
language model
(1)
foundation model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
out-of-distribution detection
(1)
uncertainty estimation
(1)
cultural bia
(1)
parameter-efficient adaptation
(1)
multi-domain learning
(1)
chest x-ray
(1)
Papers
CheXmask-U: Quantifying uncertainty in landmark-based anatomical segmentation for X-ray images
MIDL 2026
PVeRA: Probabilistic Vector-Based Random Matrix Adaptation
WACV 2026
Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
ACL 2025
ViG-Bias: Visually Grounded Bias Discovery and Mitigation
ECCV 2024
Domain Generalization via Gradient Surgery
ICCV 2021
Joint Learning of Brain Lesion and Anatomy Segmentation from Heterogeneous Datasets
MIDL 2019