3 papers
eess.IV2025
ResWCAE: Biometric Pattern Image Denoising Using Residual Wavelet-Conditioned Autoencoder
Youzhi Liang, Wen Liang
The utilization of biometric authentication with pattern images is increasingly popular in compact Internet of Things (IoT) devices. However, the reliability of such systems can be…
cs.CL2024
BPDec: Unveiling the Potential of Masked Language Modeling Decoder in BERT pretraining
Wen Liang, Youzhi Liang
BERT (Bidirectional Encoder Representations from Transformers) has revolutionized the field of natural language processing through its exceptional performance on numerous tasks. Ye…
cs.AI2024
A Review of Hybrid and Ensemble in Deep Learning for Natural Language Processing
Jianguo Jia, Wen Liang, Youzhi Liang
This review presents a comprehensive exploration of hybrid and ensemble deep learning models within Natural Language Processing (NLP), shedding light on their transformative potent…