Search Results for author: Luis Salamanca

Found 5 papers, 1 papers with code

Bridging the Gap: Addressing Discrepancies in Diffusion Model Training for Classifier-Free Guidance

no code implementations2 Nov 2023 Niket Patel, Luis Salamanca, Luis Barba

Diffusion models have emerged as a pivotal advancement in generative models, setting new standards to the quality of the generated instances.

Specificity

KG-FRUS: a Novel Graph-based Dataset of 127 Years of US Diplomatic Relations

no code implementations30 Oct 2023 Gökberk Özsoy, Luis Salamanca, Matthew Connelly, Raymond Hicks, Fernando Pérez-Cruz

In the current paper, we present the KG-FRUS dataset, comprised of more than 300, 000 US government diplomatic documents encoded in a Knowledge Graph (KG).

Shape-aware Surface Reconstruction from Sparse 3D Point-Clouds

1 code implementation26 Feb 2016 Florian Bernard, Luis Salamanca, Johan Thunberg, Alexander Tack, Dennis Jentsch, Hans Lamecker, Stefan Zachow, Frank Hertel, Jorge Goncalves, Peter Gemmar

Estimating the parameters of the GMM in a maximum a posteriori manner yields the reconstruction of the surface from the given data points.

Anatomy Surface Reconstruction

An Application of Tree-Structured Expectation Propagation for Channel Decoding

no code implementations NeurIPS 2011 Pablo M. Olmos, Luis Salamanca, Juan Fuentes, Fernando Pérez-Cruz

We show an application of a tree structure for approximate inference in graphical models using the expectation propagation algorithm.

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