Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Dive into the research topics where Marcelo Pereyra is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Integrative Nutritional Assessment of Avocado Leaves Using Entropy-Weighted Spectral Indices and Fusion Learning
Guo, Z., Estrada, J. S., Guo, X., Shamshiri, R. R., Pereyra, M. & Auat Cheein, F., 1 Feb 2026, In: Computation. 14, 2, 33.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)2 Downloads (Pure) -
LATINO-PRO: Latent Consistency Inverse Solver with Prompt Optimization
Spagnoletti, A., Prost, J., Almansa, A., Papadakis, N. & Pereyra, M. A., 29 Apr 2026, International Conference on Computer Vision, ICCV 2025. IEEE, p. 19597-19607 11 p. 11444515Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Bayesian computation with generative diffusion models by Multilevel Monte Carlo
Shaw, L., Haji-Ali, A.-L., Pereyra, M. & Zygalakis, K. C., 19 Jun 2025, In: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 383, 2299, 20240333.Research output: Contribution to journal › Article › peer-review
Open AccessFile77 Downloads (Pure) -
Empirical Bayesian Image Restoration by Langevin Sampling with a Denoising Diffusion Implicit Prior
Kemajou Mbakam, C., Giovannelli, J.-F. & Pereyra, M., Oct 2025, In: Journal of Mathematical Imaging and Vision. 67, 5, 50.Research output: Contribution to journal › Article › peer-review
Open AccessFile39 Downloads (Pure) -
Generative modelling meets Bayesian inference: a new paradigm for inverse problems
Oliviero-Durmus, A., Janati, Y., Moulines, E., Pereyra, M. & Reich, S., 19 Jun 2025, In: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 383, 2299, 20240334.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Link opens in a new tab Citations (Scopus)54 Downloads (Pure)