Search Results for author: Wanxia Deng

Found 3 papers, 1 papers with code

Uncertainty-Aware Distillation for Semi-Supervised Few-Shot Class-Incremental Learning

1 code implementation24 Jan 2023 Yawen Cui, Wanxia Deng, Haoyu Chen, Li Liu

Given a model well-trained with a large-scale base dataset, Few-Shot Class-Incremental Learning (FSCIL) aims at incrementally learning novel classes from a few labeled samples by avoiding overfitting, without catastrophically forgetting all encountered classes previously.

Few-Shot Class-Incremental Learning Incremental Learning +1

Artificial Neural Networks for Finger Vein Recognition: A Survey

no code implementations29 Aug 2022 Yimin Yin, Renye Zhang, PengFei Liu, Wanxia Deng, Siliang He, Chen Li, Jinghua Zhang

To our best knowledge, this paper is the first comprehensive survey focusing on finger vein recognition based on artificial neural networks.

Feature Engineering Finger Vein Recognition

Deep Learning for Finger Vein Recognition: A Brief Survey of Recent Trend

no code implementations5 Jul 2022 Renye Zhang, Yimin Yin, Wanxia Deng, Chen Li, Jinghua Zhang

Finger vein image recognition technology plays an important role in biometric recognition and has been successfully applied in many fields.

Finger Vein Recognition

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