2 papers
physics.geo-ph2025
Controlled Latent Diffusion Models for 3D Porous Media Reconstruction
Danilo Naiff, Bernardo P. Schaeffer, Gustavo Pires +3
Note: The final version of this article was published in Computers and Geosciences, Volume 206, January 2026, 106038. DOI: 10.1016/j.cageo.2025.106038. Readers should refer to the…
cs.LG2024
Similarity Learning with neural networks
Gabriel Sanfins, Fabio Ramos, Danilo Naiff
In this work, we introduce a neural network algorithm designed to automatically identify similarity relations from data. By uncovering these similarity relations, our network appro…