auto-encoders vs auto-encoder

Both 'auto-encoders' and 'auto-encoder' are correct, but they are used in different contexts. 'Auto-encoders' is the plural form used when referring to multiple instances of the machine learning model, while 'auto-encoder' is the singular form used when referring to a single instance.

Last updated: March 26, 2024 • 708 views

auto-encoders

This is correct when referring to multiple instances of the machine learning model.

Use 'auto-encoders' when talking about more than one auto-encoder model.

Examples:

I am studying different types of auto-encoders.
The auto-encoders performed well on the image reconstruction task.

Alternatives:

multiple auto-encoders
several auto-encoders
various auto-encoders
numerous auto-encoders
a collection of auto-encoders

auto-encoder

This is correct when referring to a single instance of the machine learning model.

Use 'auto-encoder' when talking about a single auto-encoder model.

Examples:

The auto-encoder is a type of neural network used for unsupervised learning.
I implemented an auto-encoder for anomaly detection.

Alternatives:

a single auto-encoder
one auto-encoder model
an auto-encoder instance
a specific auto-encoder
a particular auto-encoder

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auto-encoders vs auto-encoder

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