Abstract: This study presents a dual approach to enhance the performance of Vision Transformers (ViT) on small datasets by implementing deformable attention mechanisms and a novel Multi-Layer ...

Sykes also cautions against the opposite mistake: overinterpreting a positive result. Subclinical exposure to Leptospira species is common, meaning a positive test—such as a visible red line or blue ...

Abstract: Class imbalance is a persistent challenge in machine learning, particularly in high-stakes applications such as medical diagnostics, bioinformatics, and fraud detection, where the minority ...