| 2026 | GECCO | Evolutionary Multi-Objective Calibration of MC-Dropout Predictive Uncertainty Quantification for Diabetic Retinopathy. | Miguel Guillermo Abreu Crdenas, Sal Caldern Ramrez, Sebastian Rojas-Gonzalez |
| 2026 | GECCO | CMA-ES Decoding Optimization for MedGemma: A Flat Landscape on Chest X-Ray Reports. | Michael Chen-Wang, Miguel Abreu-Cardenas, Sal Caldern Ramrez |
| 2026 | GECCO | Multiobjective Evolutionary Calibration of Uncertainty Quantification for Large Language Models. | Maria Mora-Cross, Sal Caldern Ramrez, Sebastian Rojas-Gonzalez |
| 2026 | GECCO | Evolutionary Optimization of Instruction-Tuned Large Language Model Inference Parameters for Spanish Text Simplification. | Nelson Perez-Rojas, Danny Xie-Li, Martn Sols, Sal Caldern Ramrez, Sebastin Rojas-Gonzalez, Vctor Ortz Ruz |
| 2025 | CLEI | Squeeze Every Bit of Insight: Leveraging Few-shot Models with a Compact Support Set for Domain Transfer in Object Detection from Pineapple Fields. | Fabian Fallas-Moya, Danny Xie-Li, Sal Caldern Ramrez |
| 2024 | NAACL | Uncertainty Estimation in Large Language Models to Support Biodiversity Conservation. | Maria Mora-Cross, Sal Caldern Ramrez |
| 2023 | ICMLA | Object Detection in Pineapple Fields Drone Imagery Using Few Shot Learning and the Segment Anything Model. | Fabian Fallas-Moya, Sal Caldern Ramrez, Amir Sadovnik, Hairong Qi |
| 2021 | IJCNN | Improving Uncertainty Estimations for Mammogram Classification using Semi-Supervised Learning. | Sal Caldern Ramrez, Diego Murillo-Hernandez, Kevin Rojas-Salazar, Luis-Alexander Calvo-Valverde, Shengxiang Yang, Armaghan Moemeni, David A. Elizondo, Ezequiel Lpez-Rubio, Miguel A. Molina-Cabello |
| 2021 | IWANN | Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images. | Willard Zamora-Crdenas, Mauro Mendez, Sal Caldern Ramrez, Martin Vargas, Gerardo Monge, Steve Quirs, David A. Elizondo, Jordina Torrents-Barrena, Miguel A. Molina-Cabello |
| 2020 | ICPR | Dealing with Scarce Labelled Data: Semi-supervised Deep Learning with Mix Match for Covid-19 Detection Using Chest X-ray Images. | Sal Caldern Ramrez, Raghvendra Giri, Shengxiang Yang, Armaghan Moemeni, Mario Umaa, David A. Elizondo, Jordina Torrents-Barrena, Miguel A. Molina-Cabello |
| 2020 | IJCNN | A First Glance to the Quality Assessment of Dental Photostimulable Phosphor Plates with Deep Learning. | Ariana Bermudez, Sal Caldern Ramrez, Trevor Thang, Pascal N. Tyrrell, Armaghan Moemeni, Shengxiang Yang, Jordina Torrents-Barrena |
| 2019 | ICANN | Unsharp Masking Layer: Injecting Prior Knowledge in Convolutional Networks for Image Classification. | Jose Carranza-Rojas, Sal Caldern Ramrez, Adn Mora-Fallas, Michael Granados-Menani, Jordina Torrents-Barrena |
| 2018 | ICIP | Assessing the Impact of the Deceived Non Local Means Filter as a Preprocessing Stage in a Convolutional Neural Network Based Approach for Age Estimation Using Digital Hand X-Ray Images. | Sal Caldern Ramrez, Fabian Fallas-Moya, Manuel Zumbado, Pascal N. Tyrrell, Hershel Stark, Ziga Emersic, Blaz Meden, Martn Sols |
| 2017 | CIARP | DNLM-IIFFT: An Implementation of the Deceived Non Local Means Filter Using Integral Images and the Fast Fourier Transform for a Reduced Computational Cost. | Sal Caldern Ramrez, Manuel Zumbado Corrales |