Search Results for author: Fernando Fernández-Martínez

Found 4 papers, 1 papers with code

Language Does More Than Describe: On The Lack Of Figurative Speech in Text-To-Image Models

no code implementations19 Oct 2022 Ricardo Kleinlein, Cristina Luna-Jiménez, Fernando Fernández-Martínez

The impressive capacity shown by recent text-to-image diffusion models to generate high-quality pictures from textual input prompts has leveraged the debate about the very definition of art.

Sampling Based On Natural Image Statistics Improves Local Surrogate Explainers

no code implementations8 Aug 2022 Ricardo Kleinlein, Alexander Hepburn, Raúl Santos-Rodríguez, Fernando Fernández-Martínez

By training a simple, more interpretable model to locally approximate the decision boundary of a non-interpretable system, we can estimate the relative importance of the input features on the prediction.

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