auto-attention

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

Translation

n. 神經網絡中的一種機制,允許模型在處理輸入序列時專注於不同的部分;一種注意力機制,其中權重由模型自動學習,而不是明確定義。

Phrases & Collocations

auto-attention mechanism

自動關注機制

using auto-attention

使用自動關注

auto-attention layer

自動關注層

with auto-attention

帶有自動關注

auto-attention scores

自動關注分數

auto-attention weights

自動關注權重

apply auto-attention

應用自動關注

auto-attention model

自動關注模型

auto-attention network

自動關注網絡

auto-attention improved

改進的自動關注

Example Sentences

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

該模型利用自動注意力機制來關注相關的輸入特徵。

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

我們將自動注意力機制整合到Transformer架構中以提升性能。

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

自動注意力機制使網絡能夠權重輸入序列的不同部分。

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

自動注意力機制大幅提升了機器翻譯的準確性。

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

視覺自動注意力有助於模型更好地理解圖像上下文。

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

我們觀察到自動注意力有效地捕捉了長距離依賴關係。

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

該研究探討了自動注意力在情感分析中的應用。

sparse auto-attention reduces computational complexity without sacrificing accuracy.

稀疏自動注意力在不犧牲準確性的前提下降低了計算複雜度。

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

自動注意力層對於理解數據中的複雜關係至關重要。

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

自動注意力分數突出了句子中最重要的詞。

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

與以往方法相比,自動注意力展示了更優越的上下文理解能力。

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