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2022

Moreno-Pino, Fernando; Olmos, Pablo M; Artés-Rodríguez, Antonio

Deep Autoregressive Models with Spectral Attention Artículo de revista

En: Pattern Recognition, pp. 109014, 2022, ISSN: 0031-3203.

Resumen | Enlaces | BibTeX | Etiquetas: Attention models, Deep learning, Filtering, global-local contexts, Signal processing, spectral domain attention, time series forecasting

Pantoja-Rosero, B. G.; Achanta, R.; Kozinski, M.; Fua, P.; Perez-Cruz, Fernando; Beyer, K.

Generating LOD3 building models from structure-from-motion and semantic segmentation Artículo de revista

En: Automation in Construction, vol. 141, pp. 104430, 2022, ISSN: 0926-5805.

Resumen | Enlaces | BibTeX | Etiquetas: 3D building models, Deep learning, Digital twin, LOD models, Masonry buildings, Structure from motion

Pantoja-Rosero, B. G.; Oner, D.; Kozinski, M.; Achanta, R.; Fua, P.; Perez-Cruz, Fernando; Beyer, K.

TOPO-Loss for continuity-preserving crack detection using deep learning Artículo de revista

En: Construction and Building Materials, vol. 344, pp. 128264, 2022, ISSN: 0950-0618.

Resumen | Enlaces | BibTeX | Etiquetas: Crack detection, Deep learning, Masonry buildings, Post-earthquake assessment

2019

Peis, Ignacio; Olmos, Pablo M; Vera-Varela, Constanza; Barrigón, María Luisa; Courtet, Philippe; Baca-García, Enrique; Artes-Rodríguez, Antonio

Deep Sequential Models for Suicidal Ideation From Multiple Source Data Artículo de revista

En: IEEE Journal of Biomedical and Health Informatics, vol. 23, no. 6, pp. 2286 - 2293, 2019.

Enlaces | BibTeX | Etiquetas: attention, Deep learning, EMA, RNN, Suicide