Giorgio Giannone
5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Cross-Pollinator (5)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(22)
Conferences
ICML (2)
NIPS (2)
CVPR (1)
Top co-authors
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
NIPS 2024
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation
NIPS 2023
Unifying Molecular and Textual Representations via Multi-task Language Modelling
ICML 2023
SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation
ICML 2022