Sumix: Mixup with semantic and uncertain information

H Qin, X Jin, H Zhu, H Liao, MA El-Yacoubi… - European Conference on …, 2024 - Springer
Mixup data augmentation approaches have been applied for various tasks of deep learning
to improve the generalization ability of deep neural networks. Some existing approaches …

Starlknet: Star mixup with large kernel networks for palm vein identification

X Jin, H Zhu, MAE Yacoubi, H Li, H Liao, H Qin… - arXiv preprint arXiv …, 2024 - arxiv.org
As a representative of a new generation of biometrics, vein identification technology offers a
high level of security and convenience. Convolutional neural networks (CNNs), a prominent …