Daniele Faccio
4 papers · 2018–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (6)
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Cross-Pollinator
(5)
πΊοΈ
Taxonomy Completionist
(10)
β
The Questioner
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Trend Setter
Conferences
NIPS (3)
JMLR (1)
Top co-authors
Keywords
image reconstruction
(2)
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)
computational imaging
(1)
equivariant network
(1)
image upsampling
(1)
high-resolution image generation
(1)
Papers
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models.
NIPS 2024
Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres
NIPS 2022
Variational Inference for Computational Imaging Inverse Problems
JMLR 2020
Deep, complex, invertible networks for inversion of transmission effects in multimode optical fibres
NIPS 2018