2 papers
cs.CV2024
Focusing Image Generation to Mitigate Spurious Correlations
Xuewei Li, Zhenzhen Nie, Mei Yu +4
Instance features in images exhibit spurious correlations with background features, affecting the training process of deep neural classifiers. This leads to insufficient attention…
eess.IV2024
CP-UNet: Contour-based Probabilistic Model for Medical Ultrasound Images Segmentation
Ruiguo Yu, Yiyang Zhang, Yuan Tian +3
Deep learning-based segmentation methods are widely utilized for detecting lesions in ultrasound images. Throughout the imaging procedure, the attenuation and scattering of ultraso…