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縮寫英語漢語A網課代上wangke.lxws.netActivation Function激活函數Adversarial Networks對抗網絡Affine Layer仿射層agent代理/智能體algorithm算法alpha-beta pruningα-β剪枝anomaly detection異常檢測approximation近似AGIArtificial General Intelligence通用人工智能AIArtificial Intelligence人工智能association analysis關聯分析attention mechanism注意機制autoencoder自編碼器ASRautomatic speech recognition自動語音識別automatic summarization自動摘要average gradient平均梯度Average-Pooling平均池化BBPbackpropagation反向傳播BPTTBackpropagation Through Time通過時間的反向傳播BNBatch Normalization分批標準化Bayesian network貝葉斯網絡Bias-Variance Dilemma偏差/方差困境Bi-LSTMBi-directional Long-Short Term Memory雙向長短期記憶bias偏置/偏差big data大數據Boltzmann machine玻爾茲曼機CCPUCentral Processing Unit中央處理器chunk詞塊clustering聚類cluster analysis聚類分析co-adapting共適應co-occurrence共現Computation Cost計算成本Computational Linguistics計算語言學computer vision計算機視覺concept drift概念漂移CRFconditional random field條件隨機域/場convergence收斂CAconversational agent會話代理convexity凸性CNNconvolutional neural network卷積神經網絡Cost Function成本函數cross entropy交叉熵DDecision Boundary決策邊界Decision Trees決策樹DBNDeep Belief Network深度信念網絡DCGANDeep Convolutional Generative Adversarial Network深度卷積生成對抗網絡DLdeep learning深度學習DNNdeep neural network深度神經網絡Deep Q-Learning深度Q學習DQNDeep Q-Network深度Q網絡DNCdifferentiable neural computer可微分神經計算機dimensionality reduction algorithm降維算法discriminative model判別模型discriminator判別器divergence散度domain adaption領域自適應DropoutDynamic Fusion動態融合EEmbedding嵌入emotional analysis情緒分析End-to-End端到端EMExpectation-Maximization期望最大化Exploding Gradient Problem梯度爆炸問題ELMExtreme Learning Machine超限學習機FFAIRFacebook Artificial Intelligence ResearchFacebook人工智能研究所factorization因子分解feature engineering特征工程Featured Learning特征學習Feedforward Neural Networks前饋神經網絡Ggame theory博弈論GMMGaussian Mixture Model高斯混合模型GAGenetic Algorithm遺傳算法Generalization泛化GANGenerative Adversarial Networks生成對抗網絡Generative Model生成模型Generator生成器Global Optimization全局優化GNMTGoogle Neural Machine Translation谷歌神經機器翻譯Gradient Descent梯度下降graph theory圖論GPUgraphics processing unit圖形處理單元/圖形處理器HHDMhidden dynamic model隱動態模型hidden layer隱藏層HMMHidden Markov Model隱馬爾可夫模型hybrid computing混合計算hyperparameter超參數IICAIndependent Component Analysis獨立成分分析input輸入ICMLInternational Conference for Machine Learning國際機器學習大會language phenomena語言現象latent dirichlet allocation隱含狄利克雷分布JJSDJensen-Shannon DivergenceJS距離KK-Means ClusteringK-均值聚類K-NNK-Nearest Neighbours AlgorithmK-最近鄰算法Knowledge Representation知識表征KBknowledge base知識庫LLatent Dirichlet Allocation隱狄利克雷分布LSAlatent semantic analysis潛在語義分析learner學習器Linear Regression線性回歸log likelihood對數似然Logistic RegressionLogistic回歸LSTMLong-Short Term Memory長短期記憶loss損失MMTmachine translation機器翻譯Max-Pooling最大池化Maximum Likelihood最大似然minimax game最小最大博弈Momentum動量MLPMultilayer Perceptron多層感知器multi-document summarization多文檔摘要MLPmulti layered perceptron多層感知器multimodal learning多模態學習multiple linear regression多元線性回歸NNaive Bayes Classifier樸素貝葉斯分類器named entity recognition命名實體識別Nash equilibrium納什均衡NLGnatural language generation自然語言生成NLPnatural language processing自然語言處理NLLNegative Log Likelihood負對數似然NMTNeural Machine Translation神經機器翻譯NTMNeural Turing Machine神經圖靈機NCEnoise-contrastive estimation噪音對比估計non-convex optimization非凸優化non-negative matrix factorization非負矩陣分解Non-Saturating Game非飽和博弈Oobjective function目標函數Off-Policy離策略On-Policy在策略one shot learning一次性學習output輸出PParameter參數parse tree解析樹part-of-speech tagging詞性標注PSOParticle Swarm Optimization粒子群優化算法perceptron感知器polarity detection極性檢測pooling池化PPGNPlug and Play Generative Network即插即用生成網絡PCAprincipal component analysis主成分分析Probability Graphical Model概率圖模型QQNNQuantized Neural Network量子化神經網絡quantum computer量子計算機Quantum Computing量子計算RRBFRadial Basis Function徑向基函數Random Forest Algorithm隨機森林算法ReLURectified Linear Unit線性修正單元/線性修正函數RNNRecurrent Neural Network循環神經網絡recursive neural network遞歸神經網絡RLreinforcement learning強化學習representation表征representation learning表征學習Residual Mapping殘差映射Residual Network殘差網絡RBMRestricted Boltzmann Machine受限玻爾茲曼機Robot機器人Robustness穩健性RERule Engine規則引擎Ssaddle point鞍點Self-Driving自動駕駛SOMself organised map自組織映射Semi-Supervised Learning半監督學習sentiment analysis情感分析SLAMsimultaneous localization and mapping同步定位與地圖構建SVDSingular Value Decomposition奇異值分解Spectral Clustering譜聚類Speech Recognition語音識別SGDstochastic gradient descent隨機梯度下降supervised learning監督學習SVMSupport Vector Machine支持向量機synset同義詞集Tt-SNET-Distribution Stochastic Neighbour EmbeddingT-分布隨機近鄰嵌入tensor張量TPUTensor Processing Units張量處理單元the least square method最小二乘法Threshold闕值Time Step時間步驟tokenization標記化treebank樹庫transfer learning遷移學習Turing Machine圖靈機Uunsupervised learning無監督學習VVanishing Gradient Problem梯度消失問題VC TheoryVapnik–Chervonenkis theory萬普尼克-澤范蘭杰斯理論von Neumann architecture馮·諾伊曼架構/結構WWGANWasserstein GANWweight權重word embedding詞嵌入WSDword sense disambiguation詞義消歧XYZZSLzero-shot learning零次學習zero-data learning零數據學習