| 2026 | GECCO | From Semantic Reasoning to Geometric Precision: Optimizing Multimodal Foundation Models via Custom Prompting and Parameter-Efficient Fine-Tuning for Crop Counting. | Fabian Fallas-Moya, Danny Xie-Li, Nixon Agero-Elizondo |
| 2026 | GECCO | Peeling Back the Pixels: Stabilizing Latent Diffusion for Data-Efficient Generation of Pineapple Fields. | Manfred Gonzalez-Hernandez, Danny Xie-Li, Fabian Fallas-Moya, Sebastian Rojas-Gonzalez, Ivo Couckuyt |
| 2025 | CLEI | Using Deep-Learning Models for Face-Detection to Provide Privacy Information for Identity Protection. | Javier Cordero-Quirs, Fabian Fallas-Moya |
| 2025 | CLEI | Optimization of Pseudo-Labels for Semi-Supervised Object Detection Using an Improved Non-Maximum Suppression Method. | Fabian Fallas-Moya, Nelson Mndez-Montero |
| 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 |
| 2025 | CVPR | PineSORT: A Simple Online Real-time Tracking Framework for Drone Videos in Agriculture. | Danny Xie-Li, Fabian Fallas-Moya |
| 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 | CLEI | Measuring the Impact of Memory Replay in Training Pacman Agents using Reinforcement Learning. | Fabian Fallas-Moya, Jeremiah Duncan, Tabitha K. Samuel, Amir Sadovnik |
| 2021 | ICMLA | Size Does Matter: Overcoming Limitations during Training when using a Feature Pyramid Network. | Fabian Fallas-Moya, Manfred Gonzalez-Hernandez, Amir Sadovnik |
| 2019 | ICMLA | Looking for the Best Fit of a Function over Circadian Rhythm Data. | Fabian Fallas-Moya, Manfred Gonzalez-Hernandez, Luis Barboza-Barquero, Kenneth Obando, Ovidio Valerio, Andrea Holst, Ronald Arias |
| 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 |