Search Results for author: Alejandro Galán-Cuenca

Found 2 papers, 0 papers with code

Global Point Cloud Registration Network for Large Transformations

no code implementations26 Mar 2024 Hanz Cuevas-Velasquez, Alejandro Galán-Cuenca, Antonio Javier Gallego, Marcelo Saval-Calvo, Robert B. Fisher

In this paper, we present ReLaTo (Registration for Large Transformations), an architecture that faces the cases where large transformations happen while maintaining good performance for local transformations.

Autonomous Vehicles Denoising +1

Few-shot learning for COVID-19 Chest X-Ray Classification with Imbalanced Data: An Inter vs. Intra Domain Study

no code implementations18 Jan 2024 Alejandro Galán-Cuenca, Antonio Javier Gallego, Marcelo Saval-Calvo, Antonio Pertusa

For this, we propose a methodology based on Siamese neural networks in which a series of techniques are integrated to mitigate the effects of data scarcity and distribution imbalance.

Data Augmentation Few-Shot Learning +1

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