Andres Almansa
6 papers · 2014–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Computer Vision
(5)
Processing
(5)
Deep Learning
(4)
Models
(4)
Machine Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory
(2)
Analysis
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Generation
(1)
Learning Types
(1)
Keywords
image restoration
(4)
inverse problem
(3)
image denoising
(2)
expectation maximization
(1)
image reconstruction
(1)
posterior sampling
(1)
patch-based learning
(1)
markov chain monte carlo
(1)
image deblurring
(1)
non-uniform blur
(1)
gaussian mixture model
(1)
diffusion model
(1)
consistency model
(1)
prompt optimization
(1)
latent diffusion model
(1)
langevin algorithm
(1)
plug-and-play method
(1)
hierarchical variational autoencoder
(1)
deep unfolding
(1)
latent consistency model
(1)
Papers
LATINO-PRO: LAtent consisTency INverse sOlver with PRompt Optimization
ICCV 2025
Fast Diffusion EM: A Diffusion Model for Blind Inverse Problems With Application to Deconvolution
WACV 2024
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models
ICLR 2024
Deep Model-Based Super-Resolution With Non-Uniform Blur
WACV 2023
Inverse Problem Regularization with Hierarchical Variational Autoencoders
ICCV 2023
Covariance Trees for 2D and 3D Processing
CVPR 2014