Giorgio Giannone
5 papers · 2022–2025 · 3 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
(21)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(5)
Deep Learning
(4)
Artificial Intelligence
(2)
Architectures
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Optimization & Theory
(2)
Techniques
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
sequence modeling
(1)
image classification
(1)
few-shot learning
(1)
attention mechanism
(1)
cross-domain learning
(1)
out-of-distribution generalization
(1)
hierarchical model
(1)
generative model
(1)
latent variable model
(1)
diffusion model
(1)
variational autoencoder
(1)
global convolution
(1)
long sequence modeling
(1)
multi-resolution convolution
(1)
state-of-the-art performance
(1)
molecular design
(1)
scientific discovery
(1)
long-range dependencies
(1)
hierarchical context aggregation
(1)
physics-based optimization
(1)
Papers
Be More Specific: Evaluating Object-centric Realism in Synthetic Images
CVPR 2025
Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling
NeurIPS 2024
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation
NeurIPS 2023
Unifying Molecular and Textual Representations via Multi-task Language Modelling
ICML 2023
SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation
ICML 2022