auto-attention

[US]/[ˈɔːtoʊ əˈtenʃən]/
[UK]/[ˈɔːtoʊ əˈtenʃən]/
Frequency: Very High

Translation

n. En mekanisme i neurale netværk, der giver modellen mulighed for at fokusere på forskellige dele af inputsekvensen under behandling; En type opmærksomhedsmekanisme, hvor vægtene lærer sig automatisk af modellen, snarere end at være eksplicit defineret.

Phrases & Collocations

auto-attention mechanism

auto-attention-mekanisme

using auto-attention

ved brug af auto-attention

auto-attention layer

auto-attention-lag

with auto-attention

med auto-attention

auto-attention scores

auto-attention-score

auto-attention weights

auto-attention-vægte

apply auto-attention

anvend auto-attention

auto-attention model

auto-attention-model

auto-attention network

auto-attention-netværk

auto-attention improved

forbedret auto-attention

Example Sentences

the model leverages auto-attention to focus on relevant input features.

modellen udnytter auto-attention for at fokusere på relevante inputfunktioner.

we incorporated auto-attention into the transformer architecture for improved performance.

vi incorporatede auto-attention i transformer-arkitekturen for forbedret ydeevne.

auto-attention allows the network to weigh different parts of the input sequence.

auto-attention giver netværket mulighed for at vægte forskellige dele af inputsekvensen.

the auto-attention mechanism significantly boosted the machine translation accuracy.

auto-attention-mekanismen forbedrede maskinoversættelsesnøjagtigheden betydeligt.

visual auto-attention helps the model understand image context better.

visuel auto-attention hjælper modellen med at forstå billedets kontekst bedre.

we observed that auto-attention captured long-range dependencies effectively.

vi bemærkede, at auto-attention effektivt fangede langvarige afhængigheder.

the research explored the application of auto-attention in sentiment analysis.

forskningen undersøgte anvendelsen af auto-attention i stemmefølsomhedsanalyse.

sparse auto-attention reduces computational complexity without sacrificing accuracy.

sparsom auto-attention reducerer beregningskompleksiteten uden at ofre nøjagtighed.

auto-attention layers are crucial for understanding complex relationships in data.

auto-attention-lagene er afgørende for at forstå komplekse forhold i data.

the auto-attention scores highlight the most important words in the sentence.

auto-attention-scorene markerer de vigtigste ord i sætningen.

compared to previous methods, auto-attention demonstrated superior contextual understanding.

i forhold til tidligere metoder viste auto-attention en overlegne kontekstforståelse.

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