Daniele Faccio
4 papers · 2018–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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The Questioner
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(4)
Computer Vision
(3)
Machine Learning
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Techniques
(1)
Keywords
image reconstruction
(3)
image generation
(1)
variational inference
(1)
bayesian learning
(1)
text-to-image generation
(1)
deep learning
(1)
image super-resolution
(1)
diffusion model
(1)
inverse problem
(1)
uncertainty estimation
(1)
equivariant neural network
(1)
high resolution
(1)
gigapixel image
(1)
cascading method
(1)
single gpu inference
(1)
zero-shot generation
(1)
complex-valued network
(1)
computational imaging
(1)
equivariant network
(1)
image upsampling
(1)
Papers
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models.
NeurIPS 2024
Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres
NeurIPS 2022
Variational Inference for Computational Imaging Inverse Problems
JMLR 2020
Deep, complex, invertible networks for inversion of transmission effects in multimode optical fibres
NeurIPS 2018