Mauricio A Álvarez
6 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Keywords
angular super-resolution
(2)
diffusion mri
(2)
deep gaussian process
(2)
kernel learning
(1)
computational efficiency
(1)
gaussian process
(1)
parameter inference
(1)
latent force models
(1)
latent space
(1)
regression task
(1)
differential equation
(1)
fourier feature
(1)
adjoint method
(1)
inducing point
(1)
latent embedding
(1)
non-stationary process
(1)
bayesian optimisation
(1)
neural network
(1)
parametric continuous convolution
(1)
recurrent convolutional network
(1)
Papers
Adaptive RKHS Fourier Features for Compositional Gaussian Process Models
AISTATS 2025
Neighbour-Driven Gaussian Process Variational Autoencoders for Scalable Structured Latent Modelling
ICML 2025
Spatio-Angular Convolutions for Super-resolution in Diffusion MRI
NeurIPS 2023
Thin and deep Gaussian processes
NeurIPS 2023
Adjoint-aided inference of Gaussian process driven differential equations
NeurIPS 2022
Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional Autoencoder
MIDL 2022