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Luis Alberto Croquevielle

2 accepted papers

2025

Single Exposure Quantitative Phase Imaging with a Conventional Microscope Using Diffusion Models

AAAI 2025technical

Phase imaging is gaining importance due to its applications in fields like biomedical imaging and material characterization. In biomedical applications, it can provide quantitative information missing in label-free microscopy modalities. One of the most prominent methods in phase quantification is t…

Cited by 2SourcePDFScholar
2024

Conditional Variational Diffusion Models

ICLR 2024poster

Inverse problems aim to determine parameters from observations, a crucial task in engineering and science. Lately, generative models, especially diffusion models, have gained popularity in this area for their ability to produce realistic solutions and their good mathematical properties. Despite thei…