As an example, the classification of an unlabeled image can be determined by the labels assigned to its nearest neighbors.
网络分析了很多不同的患者,不同的设备未标记的扫描来“取经”的解剖,亮度和对比度的变化。
The network analyzes a lot of unlabeled scans from different patients and different equipment to“learn” anatomical, brightness, and contrast variations.
注意:未标记的数据集也可以用来训练神经网络,但这里仅考虑最基本的情况。
Note: Unlabelled datasets can also be used to train neural networks but we are considering the basic case here.
The technique combines unlabeled real image data with annotated synthetic images using Generative Adversarial Networks(GANs), or competing neural networks.
相比之下,语言模型只需要未标记的文本,因此其训练可以扩展到数十亿单词的语料、新的领域、新的语言。
In contrast, language models only require unlabelled text; training can thus scale to billions of tokens, new domains, and new languages.
其他未标记为“必填”的数据如果缺少仍可获得服务。
Failure to provide the remaining data not marked as"mandatory" will still allow the Service to be obtained.
如果不提供其他未标记为“必要”的数据,则仍然可以获得服务。
The service can be provided if the remaining data not marked as“required” is not completed.
几个未标记的小瓶被送到疾病控制和预防中心进行测试,其余279个样品被运到国土安全部进行保管。
Several unlabeled vials were sent to CDC for testing and the remaining 279 samples were shipped to the Department of Homeland Security for safekeeping.
自编码器是为无监督学习(例如数据未标记的情况)而设计的神经网络。
Autoencoders are neural networks designed for unsupervised learning,i.e. when the data is not labeled.
她被吸引到未标记的农村,试图一起农业综合企业生存的本质。
She is drawn to the nature of the unlabelled countryside trying to survive alongside agribusiness.
重新检查从属的公式,然后计算所有打开的工作簿中的所有单元格,其中包括未标记为需要计算的单元格。
Re-check dependent formulas and then calculate all cells in all open workbooks,including cells not marked as needing to be calculated.
在我们的方法,你可以学习模仿未标记扫描的变化来智能地合成一个大的数据集来训练你的网络。
In our approach, you can learn to mimic the variations in unlabeled scans to intelligently synthesize a large dataset to train your network.”.
如果您有未标记的数据并且想要查找结构,那么这是一个无监督的学习问题。
If you have unlabelled data and want to find structure, it's an unsupervised learning problem.
(b)因为对未标记材料的需求有限,矿物价格大幅下降。
(b) The prices paid for mineralshave fallen significantly because of the limited demand for untagged materials.
相反,至关重要的是被标记的装置空间和未标记的公共空间之间的区别。
Instead, what becomes crucial is the distinction between a marked,installation space and unmarked, public space.
研究人员可以鉴定这些颜色标记的细胞,与未与肿瘤接触的其他(未标记的)细胞进行比较。
These colour-labelled cells can be identified andcompared to other(unlabelled) cells that have not come into contact with the tumour.
这项技术可以让计算机从未标记的数据中更高效地学习,也可以用来创建逼真的合成图象和视频。
The technique lets computers learn more efficiently from unlabeled data, and it can be used to create realistic-looking synthetic images and video.
这个想法与词dropout类似,但允许利用未标记的数据让模型变得更稳健。
The idea is similar to word dropout butallows leveraging unlabelled data to make the model more robust.
Nevertheless, both machine andinfant learners may benefit from successfully integrating both labeled and unlabeled exemplars to learn new categories in sparse labeling environments.
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