人工智能英文 基础｜人工智能相关术语的中英文对照表

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缩写英语汉语AActivation Function激活函数Adversarial Networks对抗网络Affine Layer仿射层alpha-beta pruningα-β剪枝Approximation近似AGIArtificial General Intelligence通用人工智能AIArtificial Intelligence人工智能association analysis关联分析attention mechanism注意机制autoencoder自编码器ASRautomatic speech recognition自动语音识别automatic summarization自动摘要average gradient平均梯度Average-Pooling平均池化BBPbackpropagation反向传播BPTTBackpropagation Through Time通过时间的反向传播BNBatch Normalization分批标准化Bayesian network贝叶斯网络Bias-Variance Dilemma偏差/方差困境Bi-LSTMBi-directional Long-Short Term Memory双向长短期记忆bias偏置/偏差big data大数据Boltzmann machine玻尔兹曼机CCPUCentral Processing Unit中央处理器chunk词块co-adapting共适应co-occurrence共现Computation Cost计算成本computer vision计算机视觉CRFconditional random field条件随机域/场convergence收敛CAconversational agent会话代理convexity凸性CNNconvolutional neural network卷积神经网络Cost Function成本函数cross entropy交叉熵DDecision Boundary决策边界Decision Trees决策树DBNDeep Belief Network深度信念网络DCGANDeep Convolutional Generative Adversarial Network深度卷积生成对抗网络DLdeep learning深度学习DNNdeep neural network深度神经网络DQNDeep Q-Learning深度Q学习DNCdifferentiable neural computer可微分神经计算机dimensionality reduction algorithm降维算法discriminative model判别模型discriminator判别器divergence散度DropoutDynamic Fusion动态融合EEmbedding嵌入emotional analysis情绪分析End-to-End端到端EMExpectation-Maximization期望最大化Exploding Gradient Problem梯度爆炸问题ELMExtreme Learning Machine超限学习机FFAIRFacebook Artificial Intelligence ResearchFacebook人工智能研究所factorization因子分解feature engineering特征工程Featured Learning特征学习Feedforward Neural Networks前馈神经网络GGMMGaussian Mixture Model高斯混合模型GAGenetic Algorithm遗传算法Generalization泛化GANGenerative Adversarial Networks生成对抗网络Generative Model生成模型Generator生成器Global Optimization全局优化GNMTGoogle Neural Machine Translation谷歌神经机器翻译Gradient Descent梯度下降graph theory图论GPUgraphics processing unit图形处理单元/图形处理器HHDMhidden dynamic model隐动态模型hidden layer隐藏层HMMHidden Markov Model隐马尔可夫模型hybrid computing混合计算Hyperparameter超参数IICAIndependent Component Analysis独立成分分析input输入ICMLInternational Conference for Machine Learning国际机器学习大会language phenomena语言现象latent dirichlet allocation隐含狄利克雷分布JJSDJensen-Shannon DivergenceJS距离KK-Means ClusteringK-均值聚类K-NNK-Nearest Neighbours AlgorithmK-最近邻算法Knowledge Representation知识表征KBknowledge base知识库LLatent Dirichlet Allocation隐狄利克雷分布LSAlatent semantic analysis潜在语义分析Linear Regression线性回归log likelihood对数似然Logistic RegressionLogistic回归LSTMLong-Short Term Memory长短期记忆loss损失MMax-Pooling最大池化Maximum Likelihood最大似然minimax game最小最大博弈Momentum动量MLPMultilayer Perceptron多层感知器multi-document summarization多文档摘要MLPmulti layered perceptron多层感知器multiple linear regression多元线性回归NNaive Bayes Classifier朴素贝叶斯分类器named entity recognition命名实体识别Nash equilibrium纳什均衡NLGnatural language generation自然语言生成NLPnatural language processing自然语言处理NLLNegative Log Likelihood负对数似然NMTNeural Machine Translation神经机器翻译NTMNeural Turing Machine神经图灵机NCEnoise-contrastive estimation噪音对比估计non-convex optimization非凸优化non-negative matrix factorization非负矩阵分解Non-Saturating Game非饱和博弈Oobjective function目标函数Off-Policy离策略On-Policy在策略output输出PParameter参数parse tree解析树part-of-speech tagging词性标注PSOParticle Swarm Optimization粒子群优化算法perceptron感知器polarity detection极性检测pooling池化PPGNPlug and Play Generative Network即插即用生成网络PCAprincipal component analysis主成分分析Probability Graphical Model概率图模型QQNNQuantized Neural Network量子化神经网络quantum computer量子计算机Quantum Computing量子计算RRBFRadial Basis Function径向基函数Random Forest Algorithm随机森林算法ReLURectified Linear Unit线性修正单元/线性修正函数RNNRecurrent Neural Network循环神经网络recursive neural network递归神经网络RLreinforcement learning强化学习representation表征representation learning表征学习Residual Mapping残差映射Residual Network残差网络RBMRestricted Boltzmann Machine受限玻尔兹曼机Robot机器人Robustness稳健性RERule Engine规则引擎Ssaddle point鞍点SOMself organised map自组织映射Semi-Supervised Learning半监督学习sentiment analysis情感分析SVDSingular Value Decomposition奇异值分解Spectral Clustering谱聚类SGDstochastic gradient descent随机梯度下降supervised learning监督学习SVMSupport Vector Machine支持向量机synset同义词集Tt-SNET-Distribution Stochastic Neighbour EmbeddingT-分布随机近邻嵌入Tensor张量TPUTensor Processing Units张量处理单元the least square method最小二乘法Threshold阙值Time Step时间步骤tokenization标记化treebank树库transfer learning迁移学习Turing Machine图灵机Uunsupervised learning无监督学习VVanishing Gradient Problem梯度消失问题VC TheoryVapnik–Chervonenkis theory万普尼克-泽范兰杰斯理论von Neumann architecture冯·诺伊曼架构/结构WWweight权重word embedding词嵌入WSDword sense disambiguation词义消歧XYZ0

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