Learning Semantic Consistency for Audio-Visual Zero-Shot Learning

Information Science, Computer Science, Artificial Intelligence,
Audio-Visual Zero-Shot Learning   Video Classification   Attention Mechanism   Hyperbolic Geometry   Semantic Consistency  

Academic Background In the field of artificial intelligence, Zero-Shot Learning (ZSL) is an extremely challenging task that aims to recognize unseen classes by leveraging knowledge from seen classes. Audio-Visual Zero-Shot Learning (AVZSL), a branch of ZSL, seeks to classify unseen classes by combining audio and visual information. However, many ex...

A Temporal Dependency Learning CNN with Attention Mechanism for MI-EEG Decoding

Information Science, Automation, Artificial Intelligence, Medicine, Neurology, Life Sciences, Bioengineering,
Temporal Dependency Learning   Convolutional Neural Networks   Brain-Computer Interface   Motor Imagery   Attention Mechanism  

MI-EEG Decoding Using a Temporal Dependency Learning Convolutional Neural Network (CNN) Based on Attention Mechanism Research Background and Problem Description Brain-Computer Interface (BCI) systems provide a new way of communicating with computers by real-time translation of brain signals. In recent years, BCI technology has played an important r...