Recent advancements in Computer Vision (CV) have been driven by the integration of machine learning techniques, particularly deep learning, that have propelled the field forward, enabling remarkable achievements in image and video analysis. The scope of research has broadened from foundational image processing to intricate applications such as generative models, 3D reconstruction, autonomous navigation, and medical imaging. Today's challenges center around enhancing consistency and reliabilit...