attention

Enhancing the vision graph model by elevating the precision diagnostics with attention and convolutions in medical imaging

The COVID-19 showed us that rapid and accurate diagnostics is a necessity.  Therefore, researchers began to implement deep learning models that can help the doctors to reach faster and reliable results, but there are more development to be done.  In our research paper, we introduced an innovative approach to enhance the Vision Graph model's accuracy for better results.  Our method exploits the strength of the ConvMixer architecture and Attention mechanism.  We start by utilizing Depthwise convolution and Pointwise convolution to capture spatial information in detail whi

Data Set Formation Method for Checking the Quality of Learning Language Models of the Transitive Relation in the Logical Conclusion Problem Context

A method for data set formation has been developed to verify the ability of pre-trained models to learn transitivity dependencies. The generated data set was used to test the quality of learning the transitivity dependencies in the task of natural language inference (NLI). Testing of a data set with a size of 10,000 samples (MultiNLI) used to test the RoBerta model.

SPECIFICS AND VARIETIES OF MOVIE PLOTS IN MODERN MASS-MEDIA

The specifics of visual electronic mass-media and their influence on public opinion formation are considered in the article. Thanks to their technical abilities visual electronic publications ensure so-called “presence effect” – recipient’s feeling of their involvement to what is happening on a TV screen, a monitor or a display and ability to empathize.

Transformation of Semantic Dimensions of the Concept of Attention in the Contemporary Information Society (Review Article)

In this article, authors focus on the concept of attention, which is presented in the discourse of history of philosophy, undergoes transformation in the contemporary society under the influence of information technologies. Authors argue that from the Antiquity until the 20th century the philosophical interpretation of attention was presented as care for oneself.