| 2025 | ACIIDS | Cross-Domain Transfer Learning and Semantic Segmentation of Seismic Facies. | Alfredo N. Apolinario, Prospero C. Naval |
| 2025 | ACIIDS | Disease Diagnosis Through Patient-Reported Symptoms Narratives Using Multinomial Naive Bayes. | Edgardo R. Callagon, Prospero C. Naval |
| 2025 | ACIIDS | Lightweight 3D Hand Pose Estimation Using Knowledge Distillation with Hand Kinematics. | Jose Lorenzo C. Capistrano, Nathaniel S. Orillaza Jr., Prospero C. Naval |
| 2025 | ACIIDS | ClearOcean: Enhancing Underwater Images via Pyramid Diffusion Models. | Victor Laurence D. Casignia, Prospero C. Naval |
| 2025 | ACIIDS | Using Artificial Neural Networks for Automated Lithologic Mapping and Mineral Exploration in Mayantoc, Tarlac, and San Juan, Batangas. | April Kaye A. Soriano, Prospero C. Naval |
| 2024 | ACIIDS | Leveraging Large Image-Caption Datasets for Multimodal Taxon Classification. | Raynor Kirkson E. Chavez, Kyle Gabriel M. Reynoso, Carlo R. Raquel, Prospero C. Naval |
| 2024 | ICONIP | Aero-Engine Condition-Based Maintenance Planning Using Reinforcement Learning. | Michael Q. Ignacio, Prospero C. Naval |
| 2024 | IJCNN | Myocardial Infarction Detection Using Video Frame Key-point and Gradient Matching. | Frank Cally A. Tabuco, Prospero C. Naval |
| 2022 | ACCV | Multispectral-Based Imaging and Machine Learning for Noninvasive Blood Loss Estimation. | Ara Abigail E. Ambita, Catherine S. Co, Laura T. David, Charissa M. Ferrera, Prospero C. Naval |
| 2022 | ACIIDS | FASENet: A Two-Stream Fall Detection and Activity Monitoring Model Using Pose Keypoints and Squeeze-and-Excitation Networks. | Jessie James P. Suarez, Nathaniel S. Orillaza Jr., Prospero C. Naval |
| 2022 | BMVC | Two-View Left Ventricular Segmentation and Ejection Fraction Estimation in 2D Echocardiograms. | Frank Cally A. Tabuco, Jose Donato A. Magno, Nathaniel S. Orillaza Jr., Rani Ailyna V. Domingo, Prospero C. Naval |
| 2022 | ICPR | Dynamic Model-Agnostic Meta-Learning for Incremental Few-Shot Learning. | Jansen Keith L. Domoguen, Prospero C. Naval |
| 2021 | ICANN | COViT-GAN: Vision Transformer for COVID-19 Detection in CT Scan Images with Self-Attention GAN for Data Augmentation. | Ara Abigail E. Ambita, Eujene Nikka V. Boquio, Prospero C. Naval |
| 2020 | ACIIDS | Locally Adaptive Regression Kernels and Support Vector Machines for the Detection of Pneumonia in Chest X-Ray Images. | Ara Abigail E. Ambita, Eujene Nikka V. Boquio, Prospero C. Naval |
| 2020 | ACIIDS | PRTNets: Cold-Start Recommendations Using Pairwise Ranking and Transfer Networks. | Dylan M. Valerio, Prospero C. Naval |
| 2020 | ICCCI | Towards Learning to Read Like Humans. | Louise Gillian C. Bautista, Prospero C. Naval |
| 2020 | ICPR | GazeMAE: General Representations of Eye Movements using a Micro-Macro Autoencoder. | Louise Gillian C. Bautista, Prospero C. Naval |
| 2020 | ICPR | SynDHN: Multi-Object Fish Tracker Trained on Synthetic Underwater Videos. | Mygel Andrei M. Martija, Prospero C. Naval |
| 2020 | Tencon | Automated Detection of Helminth Eggs in Stool Samples Using Convolutional Neural Networks. | Kristofer E. delas Peas, Elena A. Villacorte, Pilarita T. Rivera, Prospero C. Naval |
| 2019 | CIBCB | Predicting Protein-Protein Interactions based on Biological Information using Extreme Gradient Boosting. | Jerome Cary Beltran, Paolo Valdez, Prospero C. Naval |
| 2019 | WACV | AsiANet: Autoencoders in Autoencoder for Unsupervised Monocular Depth Estimation. | John Paul Tan Yusiong, Prospero C. Naval |
| 2019 | Tencon | How Deep is Your Law? Predicting Associations Between Cases in Philippine Jurisprudence. | Mygel Andrei Martija, Jansen Domoguen, Prospero C. Naval |
| 2018 | ICPR | Stabilizing Actor Policies by Approximating Advantage Distributions from K Critics. | Alfonso B. Labao, Prospero C. Naval |
| 2018 | IJCNN | AC2: A Policy Gradient Actor with Primary and Secondary Critics. | Alfonso B. Labao, Prospero C. Naval |
| 2018 | Tencon | Alphabet Sign Language Image Classification Using Deep Learning. | Rangel Daroya, Daryl Peralta, Prospero C. Naval |
| 2010 | CEC | Parameter estimation with term-wise decomposition in biochemical network GMA models by hybrid regularized Least Squares-Particle Swarm Optimization. | Prospero C. Naval, Luis G. Sison, Eduardo R. Mendoza |