Artificial Intelligence Terminology Translation (6)

Summary

The sixth part of artificial intelligence term translation, including words starting with U, V, W, X, Y, and Z!

U

English term	Chinese translation	commonly used abbreviations	Remark
Ugly Duckling Theorem	ugly duckling theorem
Unbiased	Unbiased
Unbiased Estimate	unbiased estimate
Unbiased Sample Variance	unbiased sample variance
Unconstrained Optimization	unconstrained optimization
Undercomplete	incomplete
Under determined	Underdetermined
Underestimation	underestimated
Underfitting	underfitting		machine learning
Underfitting Regime	underfitting mechanism
Underflow	underflow
Underlying	potential
Underlying Cause	potential cause
Undersampling	undersampling
Understandability	intelligibility
Undirected	undirected
Undirected Graph	Undirected graph
Undirected Graphical Model	undirected graph model
Undirected Model	undirected model
Unequal Cost	unequal cost
Unfolded Graph	Expanded view
Unfolding	expand
Unidirectional Language Model	one-way language model
Unification	oneness
Uniform Distribution	Evenly distributed
Uniform Sampling	uniform sampling
Uniform Stability	uniform stability
unigram	unary grammar
Unimodal	single peak
Unit	unit
Unit Norm	unit norm
Unit Test	unit test
Unit Variance	unit variance
Unit Vector	unit vector
Unit-Step Function	unit step function
Unitary Matrix	unitary matrix
Univariate Decision Tree	Univariate Decision Tree
Universal Approximation Theorem	general approximation theorem
Universal Approximator	Universal Approximator
Universal Function Approximator	通用函数近似器
Unknown Token	未知词元
Unlabeled	未标记
Unnormalized Probability Function	未规范化概率函数
Unprojection	反投影
Unshared Convolution	非共享卷积
Unsupervised	无监督
Unsupervised Feature Learning	无监督特征学习
Unsupervised Layer-Wise Training	无监督逐层训练
Unsupervised Learning Algorithm	无监督学习算法
Unsupervised Learning	无监督学习	UL
Unsupervised Pretraining	无监督预训练
Update Gate	更新门
Update Model Parameter	迭代模型参数
Upper Confidence Bounds	上置信界限
Upsampling	上采样

V

英文术语	中文翻译	常用缩写	备注
V-Structure	V型结构
Valid	有效
Validation Set	验证集
Validity Index	有效性指标
Value Function	价值函数
Value Function Approximation	值函数近似
Value Iteration	值迭代
Vanishing And Exploding Gradient Problem	梯度消失与爆炸问题
Vanishing Gradient	梯度消失
Vanishing Gradient Problem	梯度消失问题
Vapnik-Chervonenkis Dimension	VC维
Variable Elimination	变量消去
Variance	方差
Variance Reduction	方差减小
Variance Scaling	方差缩放
Variational Autoencoder	变分自编码器	VAE
Variational Bayesian	变分贝叶斯
Variational Derivative	变分导数
Variational Distribution	变分分布
Variational Dropout	变分暂退法
Variational EM Algorithm	变分EM算法
Variational Free Energy	变分自由能
Variational Inference	变分推断
Vector	向量
Vector Space	向量空间
Vector Space Model	向量空间模型	VSM
Vectorization	向量化
Version Space	版本空间
Virtual Adversarial Example	虚拟对抗样本
Virtual Adversarial Training	虚拟对抗训练
Visible Layer	可见层
Visible Variable	可见变量
Viterbi Algorithm	维特比算法
Vocabulary	词表
Von Neumann Architecture	冯 · 诺伊曼架构
Voted Perceptron	投票感知器
Version Control	版本控制

W

英文术语	中文翻译	常用缩写	备注
Wake Sleep	醒眠
Warp	线程束
Wasserstein Distance	Wasserstein距离
Wasserstein GAN	Wasserstein生成对抗网络	WGAN
Weak Classifier	弱分类器
Weak Duality	弱对偶性
Weak Learner	弱学习器
Weakly Learnable	弱可学习
Weakly Supervised Learning	弱监督学习
Weight	权重
Weight Decay	权重衰减
Weight Normalization	权重规范化
Weight Scaling Inference Rule	权重比例推断规则
Weight Sharing	权共享
Weight Space Symmetry	权重空间对称性
Weight Vector	权值向量
Weighted Distance	加权距离
Weighted Voting	加权投票
Whitening	白化
Wide Convolution	宽卷积
Width	宽度
Winner-Take-All	胜者通吃
Within-Class Scatter Matrix	Intra-class scatter matrix
Word Embedding	word embedding
Word Sense Disambiguation	word sense disambiguation
Word Vector	word vector
Word Vector Space Model	word vector space model
Word-Document Matrix	word-text matrix
Word-Topic Matrix	word-topic matrix
Working Memory	working memory
Wrapper Method	wrapped method
Workflow	workflow

X

Y

Z

English term	Chinese translation	commonly used abbreviations	Remark
Z-Score Normalization	Z-value normalization
Zero Mean	zero mean
Zero Padding	zero padding
Zero Tensor	zero tensor
Zero-Centered	Zero centralized
Zero-Data Learning	Zero data learning
Zero-Shot Learning	zero trial learning
Zipf’s Law	Zipf's law