Pietro Astolfi
6 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(7)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
CVPR (2)
ICLR (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
image classification
(1)
benchmark evaluation
(1)
semi-supervised learning
(1)
image generation
(1)
self-supervised learning
(1)
pretraining strategy
(1)
vision-language model
(1)
cross-entropy loss
(1)
image-text alignment
(1)
clip model
(1)
latent diffusion model
(1)
semantic conditioning
(1)
conditioning mechanism
(1)
self-supervised clustering
(1)
pre-training strategy
(1)
class prototype
(1)
dense captioning
(1)
clustering assignment
(1)
Papers
$\mathbb{X}$-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
On improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models
NIPS 2024
A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions
CVPR 2024
Semi-Supervised Learning Made Simple With Self-Supervised Clustering
CVPR 2023