Explaining short text classification with diverse synthetic exemplars and counter-exemplars

Training Exemplars

Analysis of a biolgically motivated neural network for character recognition. learning for multi-layer feed-forward neural networks using the conjugate gradient method. of japanese kanji using principal component analysis as a preprocessor to an articial neural network.

Convention and Exemplars

Requirements and Specification Exemplars

Page 12 meeting initiator. For instance, the meeting chair and secretary must be present; they have the highest participant importance. In a project meeting where specific tasks are discussed, task leaders would have a higher importance than normal project members and a lower importance than the meeting chair, the task speakers or the project reviewers. Meeting Significance. The meeting signifi...

Extracting exemplars and prototypes

Next, we transform using the multinomial2logical function the multinomial predictors into dummy predictor variables , which are simply true or false for each categorical value of the selected multinomial variables. The think data frame has three extralinguistic variables that we have decided to exclude from the following statistical modeling, namely Register, Section, and Author (which are colu...

Deblurring Face Images with Exemplars

The human face is one of the most interesting subjects involved in numerous applications. Significant progress has been made towards the image deblurring problem, however, existing generic deblurring methods are not able to achieve satisfying results on blurry face images. The success of the state-of-the-art image deblurring methods stems mainly from implicit or explicit restoration of salient ...