<转>人工智能相关术语中英文对照

缩写英语汉语 A  Activation Function激活函数 Adversarial Networks对抗网络 Affine Layer仿射层 agent代理/智能体 algorithm算法 alpha-beta pruningα-β剪枝 anomaly detection异常检测 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 B BPbackpropagation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 C CPUCentral Processing Unit中央处理器 chunk词块 clustering聚类 cluster analysis聚类分析 co-adapting共适应 co-occurrence共现 Computation Cost计算成本 Computational Linguistics计算语言学 computer vision计算机视觉 concept drift概念漂移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 D  Decision 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 Deep Q-Learning深度Q学习DQNDeep Q-Network深度Q网络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 domain adaption领域自适应 Dropout  Dynamic Fusion动态融合 E  Embedding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 F FAIRFacebook 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 G  game theory博弈论GMMGaussian 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 H HDMhidden 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 I ICAIndependent 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 J JSDJensen-Shannon DivergenceJS距离 K  K-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 L  Latent Dirichlet Allocation隐狄利克雷分布LSAlatent semantic analysis潜在语义分析 learner学习器 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 M MTmachine translation机器翻译 Max-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 multimodal learning多模态学习 multiple linear regression多元线性回归 N  Naive 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 O  objective function目标函数 Off-Policy离策略 On-Policy在策略 one shot learning一次性学习 output输出 P  Parameter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 Q QNNQuantized Neural Network量子化神经网络 quantum computer量子计算机 Quantum Computing量子计算 R RBFRadial 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 S  saddle point鞍点 Self-Driving自动驾驶SOMself organised map自组织映射 Semi-Supervised Learning半监督学习 sentiment analysis情感分析SLAMsimultaneous localization and mapping同步定位与地图构建SVDSingular Value Decomposition奇异值分解 Spectral Clustering谱聚类 Speech Recognition语音识别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 T t-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 U  unsupervised learning无监督学习 V  Vanishing 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 W WGANWasserstein GAN Wweight权重 word embedding词嵌入WSDword sense disambiguation词义消歧 X  Y  Z ZSLzero-shot learning零次学习 zero-data learning零数据学习 0