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invariances

  • plural
    of invariance.
    invariance
    noun
    the property of being invariant or of not being altered by transformations or other operations in mathematics or physics, such as rotation or translation.

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The researchers wondered if deep neural networks that are trained to perform classification tasks might develop similar invariances.

From Science Daily ● Oct. 16, 2023

"They have learned to be invariant to these particular dimensions in the stimulus space, and it's model-specific, so other models don't have those same invariances."

From Science Daily ● Oct. 16, 2023

"This is a behavioral test that you can run on a given model to see whether the invariances are shared between the model and human observers," Feather says.

From Science Daily ● Oct. 16, 2023

The findings suggest that the models have somehow developed their own invariances that are different from those found in human perceptual systems.

From Science Daily ● Oct. 16, 2023

However, each of these models appeared to develop their own unique invariances.

From Science Daily ● Oct. 16, 2023

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