Boosting kidney stone identification in endoscopic images using two-step transfer learning F Lopez-Tiro, D Flores-Araiza, JP Betancur-Rengifo, I Reyes-Amezcua, ... Mexican International Conference on Artificial Intelligence, 131-141, 2023 | 5 | 2023 |
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 | 5 | 2022 |
A novel framework for fast feature selection based on multi-stage correlation measures IA Garcia-Ramirez, A Calderon-Mora, A Mendez-Vazquez, ... Machine Learning and Knowledge Extraction 4 (1), 131-149, 2022 | 2 | 2022 |
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-Ruiz, J Gonzalez-Zapata, I Reyes-Amezcua, D Flores-Araiza, ... arXiv preprint arXiv:2305.09062, 2023 | 1 | 2023 |
Macfe: A meta-learning and causality based feature engineering framework I Reyes-Amezcua, D Flores-Araiza, G Ochoa-Ruiz, A Mendez-Vazquez, ... Mexican International Conference on Artificial Intelligence, 52-65, 2022 | 1 | 2022 |
What AI Can Do: Strengths and Limitations of Artificial Intelligence M Cebral-Loureda, EG Rincón-Flores, G Sanchez-Ante CRC Press, 2023 | | 2023 |
Improving automatic endoscopic stone recognition using a multi-view fusion approach enhanced with two-step transfer learning F Lopez-Tiro, E Villalvazo-Avila, JP Betancur-Rengifo, I Reyes-Amezcua, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | | 2023 |
Estimation for Solar Radiation on Different Places from Adjacent Weather Stations Data through Mathematical Regression Model EXMGG Martin Garcia-Hernandez, M. Eugenia Gudino-Yanez, Juan Meza-Espinosa ... IEEE PES/IAS PowerAfrica 2022, 2022 | | 2022 |
Transfer Robustness to Downstream Tasks Through Sampling Adversarial Perturbations I Reyes-Amezcua, G Ochoa-Ruiz, A Mendez-Vazquez | | |
Adversarial Robustness on Artificial Intelligence I Reyes-Amezcua, G Ochoa-Ruiz, A Mendez-Vazquez What AI Can Do, 419-431, 0 | | |
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 | | |