Pietro Astolfi
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Trend Setter
Venues
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Keywords
image generation
(2)
self-supervised learning
(2)
vision-language model
(2)
latent diffusion model
(2)
benchmark evaluation
(1)
semi-supervised learning
(1)
embedding space
(1)
generative model
(1)
variational autoencoder
(1)
synthetic data
(1)
scaling law
(1)
cross-entropy loss
(1)
image-text alignment
(1)
clip model
(1)
semantic conditioning
(1)
conditioning mechanism
(1)
similarity graph
(1)
self-supervised clustering
(1)
perceptual loss
(1)
pre-training strategy
(1)
Papers
X-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs
ICLR 2025
Boosting Latent Diffusion with Perceptual Objectives
ICLR 2025
Improving the Scaling Laws of Synthetic Data with Deliberate Practice
ICML 2025
A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions
CVPR 2024
On improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models
NeurIPS 2024
Semi-Supervised Learning Made Simple With Self-Supervised Clustering
CVPR 2023