生成模型 - 翻译成英语

• generative model
• generative models
• generative modeling
• generation models
• to generate models

在 中文 中使用 生成模型 的示例及其翻译为 英语

开发了替代生成模型(如神经绘制模型)，将生成和预测结合在一个网络中，来促进半监督学习。
Alternative generative models(e.g. neural rendering model) were developed to combine generation and prediction in a single network to help semi-supervised learning.

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

她最近的研究重点是对抗性深度学习和生成模型，以及设计针对对抗性攻击的可扩展的强大机器学习模型。
Her recent research focuses on adversarial deep learning and generative models, as well as designing scalable robust machine learning models against adversarial attacks.

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

现代生成模型就是其中的一个例子，它能够合成超现实的图像，语音，音乐，甚至是视频。
Modern generative models are one example of these, capable of synthesizing hyperrealistic images, speech, music, and even video.

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。
In our data programming approach, we consider the labeling functions as implicitly describing a generative model.

DRAW模型一年前才发表的，由此也可以感受到训练生成模型的发展迅速。
The DRAW model was published only one year ago, highlighting again the rapid progress being made in training generative models.

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。
We also construct continuous normalizing flows, a generative model that can train by maximum likelihood, without partitioning or ordering the data dimensions.

深度学习的焦点开始从标准的监督学习转向更具挑战性的机器学习问题，如半监督学习、域适应、主动学习和生成模型。
Focus started shifting away from standard supervised learning to more challenging machine-learning problems like semi-supervised learning, domain adaptation, active learning and generative models.

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：.
The answer was quite compelling, here are just a few of possible applications that call for a good generative model.

在我看来，2016年的大事件主要集中在深度强化学习、生成模型、神经机器翻译这三个领域。
The main events of 2016 from my point of view have been in the areas of deep reinforcement learning, generative models, and neural machine translation.

他的研究兴趣涵盖大多数深度学习主题，特别是生成模型以及机器学习的安全和隐私。
His research interests include most deep learning topics, especially generative models and machine learning security and privacy.

贝叶斯线性回归，模型的证据，线性分类使用生成模型，逻辑回归和拉普拉斯近似。
Bayesian linear regression, model evidence, linear classification using generative models, logistic regression and the Laplace approximation.

我们认为2016年对于这一领域来说是一个伟大的一年，主要是因为在生成模型上进行了大量工作。
We think 2016 has been a great year for this area, mainly because of the vast amount of work on Generative Models.

利用快速原型技术，快速生成模型或样品，可直接应用于新产品外观设计、功能验证等。
With Rapid Prototyping technology, rapidly creating models or samples can be directly used in the design of new product appearance, functional verification and so on.

InsilicoMedicine开发和验证了一套可供生成模型以及机器学习的算法，用来设计生成小分子靶向药物。
Insilico Medicine has developed and validated a set of algorithms for generating models and machine learning to design and generate small molecule targeted drugs.

本文回顾了与生成模型的评估和解释相关的大多数已知但经常未被认可的属性，重点是图像模型。
This article reviews mostly known but often underappreciated properties relating to the evaluation and interpretation of generative models with a focus on image models..

反过来，这些研究领域又需要在生成模型、因果关系、高维随机优化和博弈论等领域有更好的理论理解。
And in turn, these areas of investigation require better theoretical understanding in fields such as generative models, causality, high-dimensional stochastic optimization, and game theory.

如果你想深入学习有关生成模型和DCGAN的知识，这里列出一些资源。
If you want to learn more in depth about generative models and DCGAN, here are some more resources.

通常在使用生成模型创建艺术时，我们会考虑模型创建的实际输出。
Usually when creating art with generative models we think of the actual output created by the model..