For example, k-means++ ran- domly selects a data point as the first cluster centre, and 22798 then chooses the next new centre based on a weighted prob- ability calculated from the distance to the previous cen- tres. Analogously, CVQ-VAE dynamically initializes un- optimized codebooks by...
CodebookDevelopmentforTeam-BasedQualitativeAnalysisKathleenM.MacQueenCentersforDiseaseControlandPrevention(CDC),AtlantaEleanorMcLellanTRW,Inc.,At..
For example, the assumption of DCP [16] is not available in the sky region. The proposed method obtains the priors of high-quality images by pre-training a discrete codebook on large-scale datasets, which is more reliable and comprehensive. With the development of ...
The Qualitative Solutions and Research International NVivo softwareprogram was used to maintain an electronic database of the consensus analysis of transcripts,information about each code, and a detailed log about the process of developing the codebook.The team ultimately created a comprehensive codebook...
For example, the complexity of the physical environment at urban road intersections is crucial for navigation tasks [1]. Consequently, image dehazing research has gained significant attention in recent years. The emergence of deep learning has significantly improved the performance of the dehazing ...