GENERATIVE - 翻译成中文

Recently, Generative Adversarial Networks(GANs) have emerged as a popular alternative for modeling complex high dimensional distributions.

最近，GenerativeAdversarialNetworks（GANs）已成为模拟复杂高维分布的常用替代品。

With technological advancements in machine learning, generative design, and robotics, the very nature of design is shifting.

随着机器学习、衍生式设计与机器人技术的发展，设计的本质正在发生变化。

Generative design, which programs like Dreamcatcher make possible, produces some complex results which would have, not long ago, been impossible to actually manufacture.

生成式设计，像Dreamcatcher做到的那样进行编程，产生一些不久前还不能用于制造的复杂结果。

To that end, the company is training GPU-powered generative adversarial networks, which are adept at reconstructing detailed 3D models from images.

为此,该公司正在培训GPU驱动生成对抗性网络,擅长从图像中重建详细的3D模型。

In addition, users can now build generative adversarial networks(GANs), Siamese networks, variational autoencoders, and attention networks.

另外，用户现在还可以构建生成对抗网络(GAN)、Siamese网络、变分自动编码器和注意力网络。

The following example demonstrates how all three generative functions(say, pronounce and sing) can be used to produce speech like output.

下面的例子演示了如何使用所有三种母函数[generativefunctions](say,pronounce和sing)来生成类似输出的语音：.

But with the help from generative design, advanced robotics, and that digital nervous system, it became a reality.

但借助衍生式设计、先进的机器人技术和上述的数字神经系统，底盘设计得以实现。

Engineers also used cutting edge“generative design” to create pieces like the wheels and mirror supports.

工程师们还使用尖端的“创成式设计”来制造轮子和镜子支架等部件。

Using AWS, Autodesk can scale the use of generative design to run hundreds of simulations in one hour instead of several hours or days.

使用AWS，Autodesk可以扩展生成式设计的使用，以便在一小时而非几小时或几天内运行数百次模拟。

The core of the method is a Generative Adversarial Network that is trained and tested on sequences of frames in a sliding window manner.

该方法的核心是生成对抗网络，其以滑动窗口方式在帧序列上进行训练和测试。

In some neural nets, like Generative Adversarial Networks, memory is the bottleneck.

在一些神经网络中，如GenerativeAdversarialNetworks，内存是瓶颈。

Generative video: AI can tweak frames in a motion picture to conform with whatever style, lighting, or other effect the director wants to achieve.

生成视频:人工智能可以在电影中调整画面，以符合导演想要达到的风格、灯光或其他效果。

The real value in generative design is giving us more time to do actual design.

衍生式设计的真正价值是给我们更多的时间进行真正的设计。

The whole design process proves that the generative design software has powerful function in designing extremely complex structure.

整个设计过程中证明了创成式设计软件在设计极其复杂的结构方面具有强大的功能。

Generative AI language models like OpenAI's GPT-2 produce impressively coherent and grammatical text, but controlling the attributes of this text- such as the….

生成式人工智能语言模型，如OpenAI的GPT-2，可以生成令人印象深刻的语义连贯的文本，但是控制文….

Research engineer in machine learning with experience developing deep reinforcement and generative models, solving problems in digital health, audio/video media and NLP.

机器学习研究工程师，具有开发深度强化和生成模型的经验，解决数字健康、音频/视频媒体和NLP方面的问题。

Generative text: AI can generate natural language content rapidly in large varieties at scale at top speed.

生成文本:人工智能能够以最高速度在大规模的大范围内快速生成自然语言内容。

Generative design helped cut waste, create more energy-efficient homes, optimize layouts to meet the needs of occupants and make the company more money.

衍生式设计有助于减少浪费，创建更节能的家居，优化布局以满足居住者的需求，并使公司获得更多的收入。

In addition, if we want to analyze by synthesizing(Synthesis), we need a generating model(Generative Models) to generate objects and scene structures.

还有，如果要通过合成(Synthesis)来作分析，就需要有生成模型(GenerativeModels)来生成物体和场景结构。

Generative design will also optimize the simultaneous design of multiple objectives while providing several novel design alternatives, enabling companies to substantially reduce product-engineering cycles.

生成式设计还将优化多个目标的同时设计，并且提供几种新颖的设计替代方案，使公司能够大大缩短产品工程周期。