49 citations · 67 across the 13 of their papers we have counts for
4 papers · 1 filter
Structure Regularized Attentive Network for Automatic Femoral Head Necrosis Diagnosis and Localization
Lingfeng Li, Huaiwei Cong, Gangming Zhao +3
In recent years, several works have adopted the convolutional neural network (CNN) to diagnose the avascular necrosis of the femoral head (AVNFH) based on X-ray images or magnetic…
Faint Features Tell: Automatic Vertebrae Fracture Screening Assisted by Contrastive Learning
Xin Wei, Huaiwei Cong, Zheng Zhang +3
Long-term vertebral fractures severely affect the life quality of patients, causing kyphotic, lumbar deformity and even paralysis. Computed tomography (CT) is a common clinical exa…
Beyond Masking: Demystifying Token-Based Pre-Training for Vision Transformers
Yunjie Tian, Lingxi Xie, Jiemin Fang +6
The past year has witnessed a rapid development of masked image modeling (MIM). MIM is mostly built upon the vision transformers, which suggests that self-supervised visual represe…
DATA: Domain-Aware and Task-Aware Self-supervised Learning
Qing Chang, Junran Peng, Lingxie Xie +4
The paradigm of training models on massive data without label through self-supervised learning (SSL) and finetuning on many downstream tasks has become a trend recently. However, d…