Fabio Pizzati
13 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (14) π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (5)
πΊοΈ
Taxonomy Completionist
(20)
π₯
Mega-Team
(24)
β‘
Prolific Year
(5)
π
Century Club
(13)
π
Conference Pioneer
Conferences
ECCV (4)
CVPR (3)
ICCV (3)
EMNLP (1)
ICML (1)
WACV (1)
Top co-authors
Keywords
image-to-image translation
(2)
safety alignment
(2)
video generation
(2)
unsupervised domain adaptation
(2)
image translation
(1)
optimal transport
(1)
neural network compression
(1)
self-supervised learning
(1)
style transfer
(1)
direct preference optimization
(1)
synthetic data generation
(1)
text-to-image generation
(1)
model merging
(1)
feature distribution
(1)
zero-shot learning
(1)
harmful content
(1)
unsupervised learning
(1)
motion transfer
(1)
diffusion model
(1)
model compression
(1)
Papers
AlignGuard: Scalable Safety Alignment for Text-to-Image Generation
ICCV 2025
Video Motion Transfer with Diffusion Transformers
CVPR 2025
MatchDiffusion: Training-free Generation of Match-Cuts
ICCV 2025
LaCoOT: Layer Collapse through Optimal Transport
ICCV 2025
Latent Guard: a Safety Framework for Text-to-image Generation
ECCV 2024
On Pretraining Data Diversity for Self-Supervised Learning
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
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
Model-based occlusion disentanglement for image-to-image translation
ECCV 2020
Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation
WACV 2020