Consistent annotation transfer from reference dataset to query dataset is fundamental to the development and reproducibility of single-cell research. Compared with traditional annotation methods, deep learning based methods are faster and more automated.
2.2. Vision and Language Representation Learning Vision and Language Representation Learning focuses on un- derstanding the semantics and alignment between vision and language for multimodal reasoning tasks [36, 47, 59]. This field has seen substantial progress in app...
In particular, the strong F1-score highlights RoBERTa’s ability to handle unaugmented data, indicating that its contextual handling fits in well with the original dataset structure and enables it to perform very well in correctly categorizing security requirements. BERT was selected for the ...
This loss modulates the intensity at the end of the optical fiber and forms the basis for inferring the concentrations or purity of the oil in contact with the uncladded section of the optical fiber sensor, which is caused by evanescent field interaction with the oil and the RI of the oil...