Search Results for author: Julia Guerrero-Viu

Found 5 papers, 1 papers with code

Predicting Perceived Gloss: Do Weak Labels Suffice?

no code implementations26 Mar 2024 Julia Guerrero-Viu, J. Daniel Subias, Ana Serrano, Katherine R. Storrs, Roland W. Fleming, Belen Masia, Diego Gutierrez

Estimating perceptual attributes of materials directly from images is a challenging task due to their complex, not fully-understood interactions with external factors, such as geometry and lighting.

The Visual Language of Fabrics

no code implementations25 Jul 2023 Valentin Deschaintre, Julia Guerrero-Viu, Diego Gutierrez, Tamy Boubekeur, Belen Masia

We introduce text2fabric, a novel dataset that links free-text descriptions to various fabric materials.

Retrieval

Bag of Baselines for Multi-objective Joint Neural Architecture Search and Hyperparameter Optimization

1 code implementation ICML Workshop AutoML 2021 Julia Guerrero-Viu, Sven Hauns, Sergio Izquierdo, Guilherme Miotto, Simon Schrodi, Andre Biedenkapp, Thomas Elsken, Difan Deng, Marius Lindauer, Frank Hutter

Neural architecture search (NAS) and hyperparameter optimization (HPO) make deep learning accessible to non-experts by automatically finding the architecture of the deep neural network to use and tuning the hyperparameters of the used training pipeline.

Hyperparameter Optimization Neural Architecture Search

What's in my Room? Object Recognition on Indoor Panoramic Images

no code implementations14 Oct 2019 Julia Guerrero-Viu, Clara Fernandez-Labrador, Cédric Demonceaux, Jose J. Guerrero

In the last few years, there has been a growing interest in taking advantage of the 360 panoramic images potential, while managing the new challenges they imply.

Instance Segmentation Object +5

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