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In order to enable comparisons with other computational models, we propose state-of-the-art algorithms, specifically a unified energy-based audio-visual framework and a method for text saliency computation, for the detection of perceptually salient events from videos.
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The detection threshold is set for a given false alarm rate, which enables the computation of the detection probability for each received sync word as a function of the current SINR (see Section 3.3).
The inefficiency results from the non-uniform granularity of the computation, especially for the collision detection, which is the most expensive part in a particle simulation.
Second, in order to reduce the total computation cost for the face detection, we organize the neural network ensembles in a pruning cascade.
Incremental computation for pattern detection queries is challenging.
This approach is developed to reduce the computation steps required by these faster neural networks for the detection process.
(Note: this is not the computation time required by the computer for a detection, but the delay after the initiation of an SSC before the signal can be interpreted as such).
A neural network model called lateral interaction in accumulative computation for detection of non-rigid objects from motion of any of their parts in indefinite sequences of images is presented.
These computations revealed that a score of eight and above on the anxiety and the depression subscales respectively were associated with a high sensitivity and specificity for the detection of anxiety and depressive symptoms.
New insights and faster computation for the graphical lasso.
Overall, the computation time for series detection never exceeded 4.1 min per sample on a standard computer, including parsing of results, and decreased rapidly with the number of detected triplets.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com