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Conference Object(3)
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops(1)
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Funcionamiento de bibliotecas y archivos(2)
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scopus(3)
Guided Deep Metric Learning
Conference ObjectAbstract: Deep Metric Learning (DML) methods have been proven relevant for visual similarity learning. HoweverPalabras claves:Autores:Andrés Mendez-Vazquez, Flores-Araiza D., Gonzalez-Zapata J., Mendez-Ruiz M., Ochoa-Ruiz G., Reyes-Amezcua I.Fuentes:scopusFinding Significant Features for Few-Shot Learning Using Dimensionality Reduction
Conference ObjectAbstract: Few-shot learning is a relatively new technique that specializes in problems where we have little amPalabras claves:Few-shot learning, image classification, Metric learningAutores:Andrés Mendez-Vazquez, Garcia I., Gonzalez-Zapata J., Mendez-Ruiz M., Ochoa-Ruiz G.Fuentes:scopusOn the Generalization Capabilities of FSL Methods Through Domain Adaptation: A Case Study in Endoscopic Kidney Stone Image Classification
Conference ObjectAbstract: Deep learning has shown great promise in diverse areas of computer vision, such as image classificatPalabras claves:Computer Vision, deep learning, Kidney stonesAutores:Andrés Mendez-Vazquez, Daul C., El-Beze J., Flores-Araiza D., Gonzalez-Mendoza M., Hubert J., Lopez-Tiro F., Mendez-Ruiz M., Ochoa-Ruiz G.Fuentes:scopus