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20222025
most citedPlug-and-Play image restoration with Stochastic deNOising REgularization

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cs.CV2025

LATINO-PRO: LAtent consisTency INverse sOlver with PRompt Optimization

Alessio Spagnoletti, Jean Prost, Andrés Almansa +2

Text-to-image latent diffusion models (LDMs) have recently emerged as powerful generative models with great potential for solving inverse problems in imaging. However, leveraging s…

cs.CV2022

Diverse super-resolution with pretrained deep hiererarchical VAEs

Jean Prost, Antoine Houdard, Andrés Almansa +1

We investigate the problem of producing diverse solutions to an image super-resolution problem. From a probabilistic perspective, this can be done by sampling from the posterior di…