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The performance was generally much worse when the testing was carried out at a retinal location different from the trained location (data not shown).
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Duke's medical doctoral program has always been significantly different from the training provided by other medical schools, even in the United States.
People who train for ironman races will often work out upward of 20 hours a week, but for the average triathlete the training for a sprint or Olympic triathlon is about 8 hours a week -- not that different from the training that people who go to the gym an hour a day will do anyway.
It was made sure to take the images different from the training set.
Such synthesized motions are thus visually different from the training motions but stochastically similar to them.
In many real classification scenarios the distribution of test (target) domain is different from the training (source) domain.
This is different from the training phase where both the noise type and SNR level can be random.
Note that the test images are different from the training images, and that the test blurs include a case not used in the training set (BLUR3).
The model typically misses one event out of 10 and gives about two false alarms per year, for periods and locations different from the training set.
A second experiment was run to analyse the behaviour of the SOHN model using a chemical space different from the training set.
Four of the problems had a similar structure but surface features different from the training tasks, which were used for the near-transfer test.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com