Mauricio A Álvarez
6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(12)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (3)
AISTATS (1)
ICML (1)
MIDL (1)
Top co-authors
Keywords
angular super-resolution
(2)
diffusion mri
(2)
kernel learning
(1)
gaussian process
(1)
parameter inference
(1)
differential equation
(1)
adjoint method
(1)
deep gaussian process
(1)
latent embedding
(1)
bayesian optimisation
(1)
neural network
(1)
parametric continuous convolution
(1)
recurrent convolutional network
(1)
q-space sampling
(1)
patch-wise regression
(1)
truncated basis expansion
(1)
bayesian inference
(1)
forcing function
(1)
uncertainty quantification
(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
NIPS 2023
Thin and deep Gaussian processes
NIPS 2023
Adjoint-aided inference of Gaussian process driven differential equations
NIPS 2022
Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional Autoencoder
MIDL 2022