22 citations · 38 across the 4 of their papers we have counts for
4 papers
Temporal Sensitivity Analysis of Tessera Embeddings
Julia Guerrero-Viu, Alex López-Cifuentes, Ignacio Pérez-Villar +1
Many Earth Observation applications need land-use/land-cover maps that are both precise and frequently updated, yet the strongest Earth Observation foundation models build their em…
Semi-Supervised Disparity Estimation with Deep Feature Reconstruction
Julia Guerrero-Viu, Sergio Izquierdo, Philipp Schröppel +1
Despite the success of deep learning in disparity estimation, the domain generalization gap remains an issue. We propose a semi-supervised pipeline that successfully adapts DispNet…
Bag of Baselines for Multi-objective Joint Neural Architecture Search and Hyperparameter Optimization
Julia Guerrero-Viu, Sven Hauns, Sergio Izquierdo +7
Neural architecture search (NAS) and hyperparameter optimization (HPO) make deep learning accessible to non-experts by automatically finding the architecture of the deep neural net…
What's in my Room? Object Recognition on Indoor Panoramic Images
Julia Guerrero-Viu, Clara Fernandez-Labrador, Cédric Demonceaux +1
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. While several task…