In this formulation, our method approaches the continuous aging process as a regression task between the input age and desired target age, providing fine-grained control over the generated image. Moreover, unlike approaches that operate solely in the latent space using a prior on the path ...
If you use this code for your research, please cite our paper Only a Matter of Style: Age Transformation Using a Style-Based Regression Model:@article{alaluf2021matter, author = {Alaluf, Yuval and Patashnik, Or and Cohen-Or, Daniel}, title = {Only a Matter of Style: Age Transformation ...
Citation If you use this code for your research, please cite our paperOnly a Matter of Style: Age Transformation Using a Style-Based Regression Model: @article{alaluf2021matter, author = {Alaluf, Yuval and Patashnik, Or and Cohen-Or, Daniel}, title = {Only a Matter of Style: Age Transfo...
Table 3presents the results of the multivariable regression analysis of multiple sexual partnerships among adolescents in Nigeria. It was found that adolescents who first had sex later than 14 years were significantly, 0.66 times, less likely to have multiple sexual partners (OR = 0.66;95% CI: ...
More traditional machine learning methods (for example, using the size of different brain regions in a standard regression model) have also been used for predicting brain age [17]. Many of the deep models use 3D convolutional neural networks (CNNs) on whole or possibly down-sampled brain MRI...
There is no consensus among scholars as to who first introduced the hedonic regression. Most of the scholars agree that it was Court (1939) using hedonic pricing method to explain the weighting of the relative importance of the various components of automobile and presented the automobile price in...
The model is trained on one part of the dataset, called the training set, and learns to associate certain features with known labels (e.g., classes for classification tasks) or a numerical value (e.g., the predicted value for the regression task). To assess its performance, the model ...
“Group” was a dichotomous variable classified into “control” and “intervention”. It was included into a logistic regression model as the independent variable, and the variables on characteristics were also involved as the dependent variables in this model. The propensity score (PS) was estimat...
In youths, callous–unemotional (CU) traits and conduct problems (CP) are independently associated with bullying perpetration and these effects are also observed when controlling for sex. Moreover, research indicates that the co-existence of high levels
directly use CNNs to build a regression model for bone age [4,5], since this method is to fit all bone ages of palm bone X-ray by one CNN, in this case, the main problem is that if the estimation is wrong, it is easy to have great errors. Another way is to divide the palm ...