A collection of my academic research papers and publications. These papers explore various topics across disciplines with a focus on critical analysis and innovative approaches.
This research section is currently being updated with new papers and improved organization. Some features may be incomplete.
Gregory Mikuro — 2024
This paper presents novel approaches to deep learning architectures for computer vision tasks. We introduce a modified convolutional neural network that achieves state-of-the-art performance on image …
Gregory Mikuro — 2023
This research introduces a specialized natural language processing framework for medical text analysis, capable of extracting clinically relevant information from unstructured medical records, researc…
Gregory Mikuro — 2023
We propose a novel approach for making transformer-based language models more efficient without sacrificing performance. Our method involves a hybrid architecture that combines attention mechanisms wi…