1 citations · 2 across the 4 of their papers we have counts for
4 papers
LUCoS: Latent Unsupervised Context Selection for Tabular Foundation Models
Oroel Ipas, Guillermo Gomez-Trenado, Rocío Romero-Zaliz +1
Selecting which instances to label is a key challenge in low-label tabular learning. For recent Tabular Foundation Models such as TabPFN, context selection directly determines pred…
Semantic-Inductive Attribute Selection for Zero-Shot Learning
Juan Jose Herrera-Aranda, Guillermo Gomez-Trenado, Francisco Herrera +1
Zero-Shot Learning is an important paradigm within General-Purpose Artificial Intelligence Systems, particularly in those that operate in open-world scenarios where systems must ad…
Don't Forget your Inverse DDIM for Image Editing
Guillermo Gomez-Trenado, Pablo Mesejo, Oscar Cordón +1
The field of text-to-image generation has undergone significant advancements with the introduction of diffusion models. Nevertheless, the challenge of editing real images persists,…
Custom Structure Preservation in Face Aging
Guillermo Gomez-Trenado, Stéphane Lathuilière, Pablo Mesejo +1
In this work, we propose a novel architecture for face age editing that can produce structural modifications while maintaining relevant details present in the original image. We di…