5 papers
Transformer-Based Classification Outcome Prediction for Multimodal Stroke Treatment
Danqing Ma, Meng Wang, Ao Xiang +2
This study proposes a multi-modal fusion framework Multitrans based on the Transformer architecture and self-attention mechanism. This architecture combines the study of non-contra…
A Multimodal Fusion Network For Student Emotion Recognition Based on Transformer and Tensor Product
Ao Xiang, Zongqing Qi, Han Wang +2
This paper introduces a new multi-modal model based on the Transformer architecture and tensor product fusion strategy, combining BERT's text vectors and ViT's image vectors to cla…
Research on Credit Risk Early Warning Model of Commercial Banks Based on Neural Network Algorithm
Yu Cheng, Qin Yang, Liyang Wang +2
In the realm of globalized financial markets, commercial banks are confronted with an escalating magnitude of credit risk, thereby imposing heightened requisites upon the security…
Research on Splicing Image Detection Algorithms Based on Natural Image Statistical Characteristics
Ao Xiang, Jingyu Zhang, Qin Yang +2
With the development and widespread application of digital image processing technology, image splicing has become a common method of image manipulation, raising numerous security a…
Research on Detection of Floating Objects in River and Lake Based on AI Intelligent Image Recognition
Jingyu Zhang, Ao Xiang, Yu Cheng +2
With the rapid advancement of artificial intelligence technology, AI-enabled image recognition has emerged as a potent tool for addressing challenges in traditional environmental m…