Sentence examples for deep model structures from inspiring English sources
Particularly, deep model structures at the fine-tuning stage are only different in the last fully connected layer for predicting labels.
But in many realistic circumstances, using a massive quantity of training samples to achieve more sophisticated analysis is hard to be fulfilled always, such as human action recognition in videos, and the resulting problem of data deficiency, especially for the labeled data, would critically limit the deeper model structure as a promising solution due to its high risk of overfitting.
We will extend this method by fusing the two networks into one joint deep model with many hidden layers and a special structure.
✓ ✓ Stanford Recursive Deep Model [41] Proposes a model called Recursive Neural Tensor Network (RNTN) that processes all sentences dealing with their structures and compute the interactions between them.
For model structure improvement, a novel deeper two-stream ConvNets has been designed for the learning of action complexity.
We simply calculate the wave propagation using a finite difference method (FDM) (e.g. Aochi and Douglas, 2006, references therein), introducing a 3D deep structure model provided by NIED (Fujiwara et al., 2009).
Schematic representing the conceptualized model structure.
developed the model structure; E.B.-P.
The model structure wasn't the problem.
For the shallower medium, we use well log data from station NIGH17 with a deep subsurface structure model provided by J-SHIS (Fujiwara et al. 2009).
