Matteo Farina
6 papers · 2023–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Diamond
🗺️
Taxonomy Completionist
(21)
🌈
Renaissance Researcher
(5)
Venues
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Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(4)
Core AI · Artificial Intelligence
(3)
Application Areas
(2)
Core Methods
(2)
Learning Types
(2)
Techniques
(2)
Computer Science
(1)
Computer Vision
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Core AI · Computer Vision
(1)
Foundations
(1)
Keywords
vision-language model
(4)
entropy minimization
(1)
confidence calibration
(1)
test-time adaptation
(1)
model fitting
(1)
quantum computing
(1)
visual representation
(1)
model pruning
(1)
linear classifier
(1)
quantum algorithm
(1)
image-text pair
(1)
parameter-efficient fine-tuning
(1)
latent space
(1)
model generalization
(1)
language-image pretraining
(1)
parameter efficiency
(1)
optimization method
(1)
few-shot adaptation
(1)
latent space geometry
(1)
data curation
(1)
Papers
Concept-Aware Batch Sampling Improves Language-Image Pretraining
CVPR 2026
Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models
CVPR 2025
Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages
CVPR 2025
Frustratingly Easy Test-Time Adaptation of Vision-Language Models
NeurIPS 2024
MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning
CVPR 2024
Quantum Multi-Model Fitting
CVPR 2023