The attention mechanism plays a pivotal role in enhancing the representational capabilities of object detection models by selectively emphasizing or suppressing features. This approach is extensively integrated across various models. Traditional attention mechanisms are categorized into channel attention, spatial...
SSL-burn can be seen as semi-supervised learning [27], as it makes use of both a large amount of unlabeled images in representational pretraining and a small amount of labeled burn images in task-specific learning to ensure accurate burn diagnosis capability. As such, SSL-burn is considered...
The first is 'classic' art, by which is meant representational painting, drawing and sculpture; the second is 'modern' art, also known as abstract or non-representational. British popular taste runs decidedly in favour of the former, if one believes a recent survey conducted by Charlie Moore,...
Writing, like representational art, was a powerful means of communicating over space and time and was probably invent- ed to deal with urban problems of management and record keeping. These attributes— urbanism; technological, industrial, and social change; long-distance trade; and new methods of...
Twitter allows data access via three different Application Programming Interfaces (APIs): Filter API, Sample API, and REST API (Representational State Trans- fer API). For studying trends and emerging topics, Twitter's Sample API provides 1% of all Tweets worldwide. Most academic researchers rely...
We provide a proof of convergence of our algorithm to a policy which is globally optimal relative to the behaviour policy. We also present experimental results to corroborate our claims and we demonstrate the superiority of the solution produced by our algorithm compared to the state-of-the-art ...