M. Skublewska-Paszkowska

TinyHybrid: Ultra-Efficient CNN-Transformer Architecture for Edge-Deployable Brain Tumor Classification

Spatial-Temporal Graph Kronecker Convolutional Network with Cauchy Activation Function: Trustworthy Skeleton-Based Tennis Stroke Recognition Architecture

An Explainable AI Ensemble Model for Acquired Vitelliform Lesion Identification

Abstract Retinal diseases gradually weaken eyesight and may even potentially lead to blindness. Recognizing changes in the retina based on OCT imaging allows for the detection of diseases at their early stages and thus for making an appropriate diagnosis. In this study, acquired vitelliform lesions (AVL), drusen, and h...

Comparison of AI agents for creating SQL queries

Large language models have been increasingly applied for Text-to-SQL tasks recently, due to the fact that generating correct SQL queries is the most important factor. This study presents a comparison of AI agents based on open-source and closed-source large language models for generating SQL queries. GPT-4o, Claude 3.7...