2 papers
cs.CV2025
CL-Polyp: A Contrastive Learning-Enhanced Network for Accurate Polyp Segmentation
Desheng Li, Chaoliang Liu, Zhiyong Xiao
Accurate segmentation of polyps from colonoscopy images is crucial for the early diagnosis and treatment of colorectal cancer. Most existing deep learning-based polyp segmentation…
cs.AI2023
A Robust Multilabel Method Integrating Rule-based Transparent Model, Soft Label Correlation Learning and Label Noise Resistance
Qiongdan Lou, Zhaohong Deng, Kup-Sze Choi +1
Model transparency, label correlation learning and the robust-ness to label noise are crucial for multilabel learning. However, few existing methods study these three characteristi…