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Jorge Gonzalez-Zapata
Jorge Gonzalez-Zapata
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Guided deep metric learning
J Gonzalez-Zapata, I Reyes-Amezcua, D Flores-Araiza, M Mendez-Ruiz, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
52022
A metric learning approach for endoscopic kidney stone identification
J Gonzalez-Zapata, F Lopez-Tiro, E Villalvazo-Avila, D Flores-Araiza, ...
arXiv preprint arXiv:2307.07046, 2023
12023
SuSana Distancia is all you need: Enforcing class separability in metric learning via two novel distance-based loss functions for few-shot image classification
M Mendez-Ruiza, J Gonzalez-Zapatab, I Reyes-Amezcuab, ...
arXiv preprint arXiv:2305.09062, 2023
12023
Finding significant features for few-shot learning using dimensionality reduction
M Mendez-Ruiz, I Garcia, J Gonzalez-Zapata, G Ochoa-Ruiz, ...
Advances in Computational Intelligence: 20th Mexican International …, 2021
12021
Assessing two novel distance-based loss functions for few-shot image classification
MM Ruiz, GO Ruiz, AM Vazquez, J Gonzalez-Zapata
2021
Enforcing Class Separability in Metric Learning Via Two Novel Distance-Based Loss Functions for Few-Shot Image Classification
G Ochoa-Ruiz, M Mendez-Ruiz, J Gonzalez-Zapata, I Reyes-Amezcua, ...
Available at SSRN 4488078, 0
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