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Glite Dictionary
🔄 Sharing information 🤖 Reusing learning
knowledge transfer

knowledge transfer

4.1
Using what one trained model learned to help another model perform better
  • noun
  • /ˈnɑːlɪdʒ ˈtrænsfɜr/
  • Specialized
translation icon : transferencia de conocimiento
  • Engineers used knowledge transfer to adapt the vision model for medical images with limited labeled data.

Examples

  • The team achieved better accuracy through knowledge transfer from a large pretrained model to the smaller one.

  • In their study, they measured how knowledge transfer between tasks reduced training time and improved generalization.

  • Knowledge transfer is key!

  • Effective knowledge transfer can enhance model accuracy.

  • The team achieved better accuracy through knowledge transfer from a large pretrained model to the smaller one.

  • In their study, they measured how knowledge transfer between tasks reduced training time and improved generalization.

  • Engineers used knowledge transfer to adapt the vision model for medical images with limited labeled data.

Synonyms

transfer
vsknowledge transfer
  • Specialized
6 3.9

Using a skill learned in one situation in another similar situation

is specific to reusing model or task knowledge to improve another task
carry-over
vsknowledge transfer
  • Specialized
1 5.1

Using skill or knowledge from one situation in another similar situation

is about reusing learned representations from one model for another task
transfer of training
vsknowledge transfer
  • Formal
4.9

Using skills or knowledge learned in one place in another similar situation

focuses on reusing trained model knowledge to boost performance on new tasks

How Transferable

knowledge transfer
  • Specialized
4.1
pretraining
  • Specialized
4.4

Surface Forms

knowledge transfer singular
knowledge transfers plural

Morphology

knowledge + transfer

The phrase 'knowledge transfer' is a straightforward composition of 'knowledge' (information) and 'transfer' (the act of moving or applying something), so a B1 learner who knows both words can infer it refers to moving or applying information from one context or system to another. This noun+noun compound follows common compositional patterns found across languages, making its meaning directly derivable rather than idiomatic.

Etymology

Knowledge transfer in computer work uses the image of a big model teaching a smaller one, where knowledge is what is passed and transfer means 'to move'. So it means 'using what one model learned to help another'.