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The supervised information and the deep architecture are collaboratively explored.
However, these methods all require human assistance or strong supervised information.
The main advantage of SELP is that it can effectively use limited supervised information to guide the detection process.
4, tagging is based on classification using supervised information (i.e. the train dataset) with a small dataset.
CLS combines these approaches, but it neglects some important factors in estimations of local structures and supervised information.
However, due to the lack of prior supervised information, the accuracy of this method is not high.
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This method extracts the speech bottleneck features which contain supervised class information and adjacent voice frames related information by changing the architecture of deep neural network (DNN), to improve of the performance speech recognition.
And the supervised learning information is also used in the framework to guide the construction of the affinity graph.
We explored the capability of deep neural network in learning geometric transformation and found the model are sensitive to the text image without explicit supervised segmentation information.
The GESR-LR makes full use of the supervised learning information in the construction of the affinity matrix, and the affinity construction is combined with graph embedding in a single step to guarantee the global optimal solution.
This study evaluated a birth preparation programme linked to women's visits to the clinic for prenatal care that included various interventions: general supervised exercise, information on performing aerobic and local exercises at home and educational activities.
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