What is the translation of " GENERATIVE MODEL " in Chinese?

• 生成模型
• 生成式模型

Examples of using Generative model in English and their translations into Chinese

Online planners rely on the existence of an accurate generative model.
在线规划模型则依赖于已有的准确的生成模型。

We propose a new generative model estimation procedure that sidesteps these difficulties.
我们提出了一种新的生成模型估计程序，可以回避这些困难。

We could conceivably use any LSTM architecture as a generative model.
我们可以想象地使用任何LSTM体系结构作为生成模型。

Let's think of two models, a generative model and a discriminative model..
假设有两个模型，一个生成模型，一个判别模型。

In this, a generative model is much like the human brain: not only can it read digits, it can also write them.
所以，生成式模型更像人类的大脑：不仅可以读数字，还能够写出数字。

Let's think of two models, a generative model and a discriminative model..
我们来考虑两个模型，一个生成模型和一个判别模型。

In our data programming approach, we consider the labeling functions as implicitly describing a generative model.
在我们的方法中，我们认为标签函数隐式地描述了一个生成模型。

Let's think of two models, a generative model and a discriminative model..
让我们来看两个模型，一个生成模型和一个判别模型。

However, if we do need answers to questions like 3- 6, then we have no choice but to use a generative model.
然而，如果我们确实需要像3-6问题的答案，那么我们别无选择，只能使用生成式模型。

For example, we used a generative model to transfer the motion from one shape to another:.
例如，我们使用了一个生成模型将运动从一种形状转移到另一种形状：.

The answer was quite compelling, here are just a few of possible applications that call for a good generative model:.
答案很有说服力，这里给出了几个需要优秀生成模型的可能的应用：.

Neural networks- specifically- generative models are going to change the way graphics are created.
神经网络，特别是生成模型，将改变图形的创建方式。

Generative models estimate an entire probability distribution so that new content can be generated such as images, text, or speech.
生成模型对整个概率分布进行估计，从而可以生成图像、文本或语音等新内容。

In this talk, we propose a simple yet powerful generative model that learns such discrete representations.
在本文中，我们提出了一种简单但又强有力的生成模型，用以学习这样离散的表征方法。

ICA defines a generative model for the observed multivariate data, which is typically given as a large database of samples.
ICA定义了观察到的多变量数据的生成模型，该模型通常作为大型样本数据库给出。

He believes that the great advances in 2019 include the progress around generative models and the increasing quality with which plausible language can be generated.
他认为，2019年的重大飞跃包括围绕生成模型的进展，以及生成可信语言的质量不断提高。

ICA defines a generative model for the observed multivariate data, which is typically given as a large database of samples.
ICA对观测到的多变量数据定义了一个生成模型，这通常是作为样本的一个大的数据库。

He believes major leaps forward in 2019 include progress around generative models and the increasing quality with which plausible language can be generated.
他认为，2019年的重大飞跃包括围绕生成模型的进步以及可产生合理语言不断提高的质量。

Generative models can deal naturally with missing data and in the case of hidden Markov models can handle sequences of varying length.
生成式模型可以自然地处理缺失数据，并且在隐马尔科夫模型的情况下，可以处理长度变化的序列。

We also construct continuous normalizing flows, a generative model that can train by maximum likelihood, without partitioning or ordering the data dimensions.
此外，我们还构建了连续的归一化流，即一个可以使用最大似然训练的生成模型，无需对数据维度进行分割或排序。

A generative model will learn categories of data while a discriminative model will simply learn the distinction between different categories of data.
生成模型将学习数据类别，而判别模型将简单地学习不同类别数据之间的区别。

This means, for example, that a generative model trained on real images of faces can output new synthetic images of similar faces.
这意味着，例如：在面部的真实图像上训练的生成模型，可以输出相似面部的新合成图像。

A company will use generative models to automatically create digital walkthroughs for house buyers, museum tours, or even generate content for video games.
公司将使用生成模型来为购房者、博物馆参观自动生成数字化演示，甚至为电子游戏生成内容。

To be more precise, a well-trained generative model will not propose a new truck concept with a front-end that resembles a sports car.
更准确地说，一个训练有素的生成式模型不会用类似跑车的前端生成一个卡车的概念。

Icebreaker, a deep generative model that minimizes the amount and cost of data required to train a machine learning model..
Icebreaker：一个深层次的生成模型，最小化训练一个机器学习模型所需的数据量和成本。

Last September, DeepMind announced their deep generative model WaveNet decreased the inferred difference between synthesized voice and human voice by over 50%.
DeepMind表示，他们最新的深度生成模型WaveNet已经将机器语音合成的性能与人类水平之间的差距缩小了至少50%。

However, in recent works,“generative model” imprecisely refers to any model that produces realistic-looking structured data.
但是，近期的论文中“generativemodel”不准确地意指生成逼真结构化数据的任意模型。

In addition, although PLSA is a generative model of the documents in the collection it is estimated on, it is not a generative model of new documents.
此外，尽管PLSA是基于文档集的生成模型，但它并不是新文档的生成模型。