Browsing by Committee Member
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Advancing object detection models: an investigation focused on small object detection in complex scenes
(2025)Small object detection remains a persistent challenge in computer vision, especially in safetycritical applications, such as autonomous driving and aerial surveillance, where objects of interest often occupy only a few ... -
Development of an advanced thermal imaging-based human fall detection system
(2024)Falls represent a significant risk to the elderly population, often leading to severe injuries or fatalities. Automatic fall detection systems (FDS) are critical for mitigating these risks; however, existing solutions, ... -
GraphSAGE-based approach for age-specific multi-omics biomarker identification in bladder cancer
(2025)Bladder cancer is a highly prevalent malignancy with substantial morbidity and mor- tality, emphasizing the urgent need for early detection and personalized treatment strategies. Although recent advances in cancer genomics ... -
Zero-shot pruning of transformer language models using non-dominated sorting genetic algorithm
(2025)Large Language Models (LLMs) are advanced neural networks trained on massive text corpora to understand and generate human language. While they have grown significantly in power and capability, their extensive parameter ...
