Dissecting self-supervised learning methods for surgical computer vision

S Ramesh, V Srivastav, D Alapatt, T Yu, A Murali… - Medical Image …, 2023 - Elsevier
The field of surgical computer vision has undergone considerable breakthroughs in recent
years with the rising popularity of deep neural network-based methods. However, standard …

Focal Contrastive Learning for Palm Vein Authentication

Y Ma, H Huang, D Luo, S Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the advancement of deep learning technology, the palm vein authentication technology
based on convolutional neural network (CNN) has been greatly developed. Among many …

Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy

S Zhang, F Liu, J Yang, Y Yang, C Li, B Han… - arXiv preprint arXiv …, 2024 - arxiv.org
Large language models (LLMs) such as ChatGPT have exhibited remarkable performance
in generating human-like texts. However, machine-generated texts (MGTs) may carry critical …

Purely Image-based Vault Prediction with Domain Prior Supervision for Intraocular Lens Implantation

H Fang, Y Yang, Y Di, Z Qiu, J Wu, M Tan… - Proceedings of the …, 2022 - dl.acm.org
Myopia is the most common eye disorder in the world, and posterior chamber phakic
intraocular lens implantation, as a myopia correction surgery, has been widely used in …