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Glite Dictionary
🪢 A knot remover 🤖 A data separator
disentangler

disentangler

9.9
A program that finds separate hidden parts in data so computers can use them
  • noun
  • /ˌdɪsɪnˈtæŋɡlər/
  • Specialized
translation icon : desenredador
  • The research team trained a new disentangler to separate pose from object identity in images.

Examples

  • Using the disentangler, she extracted independent factors that improved the generative model's controllability.

  • Benchmarks show that some disentanglers produce clearer latent factors but require more training time.

  • The new disentangler improved the accuracy of our model.

  • Can a disentangler help us analyze the data better?

  • The new disentangler allowed us to effectively separate the background from the foreground in our image dataset.

  • By implementing a disentangler, researchers were able to better identify the different attributes influencing the data.

  • The team evaluated various disentanglers to determine which method produced the most accurate results.

Surface Forms

disentangler singular
disentanglers plural

Morphology

disentangler = disentangle (semi-transparent) = dis + entangle + er

Formed by adding the agentive '-er' to the verb 'disentangle'; the morphological formation is regular.

Etymology

Disentangler in machine learning keeps the same parts: dis- 'remove' and entangle 'to make a tangle'. Think of it as a tool that 'untwists' mixed parts of data into separate, simple pieces, so the name fits a program that separates hidden parts of information.