Fabio Pizzati
13 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🌍 Conference Polyglot · Silver 👥 Mega-Team · Squad
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Keyword Collector
(52)
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Prolific Year · Productive
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Conference Pioneer
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Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(5)
Machine Learning
(5)
Generation
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Application Areas
(4)
Core AI
(4)
Models
(3)
Optimization & Theory · Machine Learning
(2)
Processing
(2)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
video generation
(2)
safety alignment
(2)
image-to-image translation
(2)
unsupervised domain adaptation
(2)
large language model
(2)
optimal transport
(1)
image translation
(1)
neural network compression
(1)
self-supervised learning
(1)
style transfer
(1)
direct preference optimization
(1)
text-to-image generation
(1)
model merging
(1)
harmful content
(1)
synthetic data generation
(1)
feature distribution
(1)
zero-shot learning
(1)
motion transfer
(1)
diffusion model
(1)
unsupervised learning
(1)
Papers
AlignGuard: Scalable Safety Alignment for Text-to-Image Generation
ICCV 2025
LaCoOT: Layer Collapse through Optimal Transport
ICCV 2025
MatchDiffusion: Training-free Generation of Match-Cuts
ICCV 2025
Video Motion Transfer with Diffusion Transformers
CVPR 2025
Latent Guard: a Safety Framework for Text-to-image Generation
ECCV 2024
Material Palette: Extraction of Materials from a Single Image
CVPR 2024
Model Merging and Safety Alignment: One Bad Model Spoils the Bunch
EMNLP 2024
On Pretraining Data Diversity for Self-Supervised Learning
ECCV 2024
Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI
ICML 2024
ManiFest: Manifold Deformation for Few-Shot Image Translation
ECCV 2022
CoMoGAN: Continuous Model-Guided Image-to-Image Translation
CVPR 2021
Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation
WACV 2020
Model-based occlusion disentanglement for image-to-image translation
ECCV 2020