3 papers
cs.CV2026
Classifying galaxies in the Galaxy10 DECals dataset using Inception and Residual CNNs
Lanz Anthonee A. Lagman, Prospero C. Naval, Reinabelle C. Reyes
Image data regarding galactic morphology is expected to increase both in quantity and quality for the next foreseeable years; thus it is important to explore which deep learning ar…
cs.AI2025
Reinforcement Learning Environment with LLM-Controlled Adversary in D&D 5th Edition Combat
Joseph Emmanuel DL Dayo, Michel Onasis S. Ogbinar, Prospero C. Naval
The objective of this study is to design and implement a reinforcement learning (RL) environment using D\&D 5E combat scenarios to challenge smaller RL agents through interaction w…
cs.CV2025
USAM-Net: A U-Net-based Network for Improved Stereo Correspondence and Scene Depth Estimation using Features from a Pre-trained Image Segmentation network
Joseph Emmanuel DL Dayo, Prospero C. Naval
The increasing demand for high-accuracy depth estimation in autonomous driving and augmented reality applications necessitates advanced neural architectures capable of effectively…