discriminator

简明释义

[dɪˈskrɪmɪneɪtə(r)][dɪˈskrɪmɪˌneɪtər]

n. [电子] 鉴别器;辨别者

英英释义

A discriminator is a device or algorithm that distinguishes between different classes or categories of data, often used in machine learning and signal processing.

判别器是一种设备或算法,用于区分不同类别的数据,通常用于机器学习和信号处理。

In the context of neural networks, a discriminator refers to a model that evaluates and classifies input data as real or fake, particularly in Generative Adversarial Networks (GANs).

在神经网络的上下文中,判别器指的是一种模型,用于评估和分类输入数据为真实或虚假,特别是在生成对抗网络(GANs)中。

单词用法

discriminator function

判别函数

discriminator model

判别模型

discriminator network

判别网络

binary discriminator

二元判别器

adversarial discriminator

对抗判别器

class discriminator

类别判别器

同义词

differentiator

区分者

The differentiator in this market is our unique technology.

这个市场的区分者是我们独特的技术。

classifier

分类器

The classifier can help in identifying different species of plants.

分类器可以帮助识别不同种类的植物。

distinction maker

区分制造者

As a distinction maker, he has the ability to see what others overlook.

作为一个区分制造者,他有能力看到其他人忽视的东西。

反义词

integrator

整合者

The integrator combines various components into a cohesive system.

整合者将各种组件组合成一个统一的系统。

unifier

统一者

The unifier aims to bring together different groups for a common cause.

统一者旨在将不同的群体聚集在一起,为共同的目标而努力。

例句

1.This paper introduce the fundamental principle of three dimensional range imaging techniques and their receive system based on correlative phase discriminator.

本论文介绍了基于并行相关鉴相原理的三维测距成像系统的基本原理,鉴相接收子系统设计等方面内容。

2.The maintenance locking cocurrent control voltage provides by the discriminator, therefore between the discriminator two input signal leaves leeway certain phase difference.

维持锁定的直流控制电压由鉴相器提供,因此鉴相器的两个输入信号间留有一定的相位差。

3.This paper describes the defect of amplitude-comparison discriminator in direction-finding system in PRS, then put forward a compensating method of digital automatic gain control.

分析了比幅鉴别器在导引头测向系统中的缺点,提出了用数字式自动增益补偿的方法来加以改善。

4.This article introduces the new characteristics and applications of the piezoelectric ceramic filter and discriminator by two new products made from the Murata Manufacturing of Japan.

以日本村田公司的两个新产品为例,分别介绍了陶瓷滤波器和陶瓷鉴频器的新特性及其应用。

5.LNA, orthogonal network, microwave phase discriminator, video amplifier are designed for broadband application. Reliability, circuit process, and structure are de-signed.

对低噪声放大、正交网络、微波鉴相及视频放大进行了宽带设计,对微波乘法器进行了可靠性设计、工艺设计和结构设计。

6.Through the analyses on the principle of integrated peak discriminator, it is found that the reason of disharmony of discriminator is due to the decrease of the capacity of oscillator.

分析了集成峰值鉴频器的工作原理,得出鉴频中周失谐的原因是内置的配谐瓷管电容容量的衰减。

7.Code discriminator is the core of a micro code-lock, a safety device on very important occasions. The design of code discriminators is based on UQS technology.

姜勇陈文元张卫平李胜勇微机械密码锁是一种用于重要场合的安全保险装置,其鉴码机构的设计基于UQS技术。

8.Discriminator: a device that converts a property of an input signal such as frequency or phase into an amplitude variation depending on how the signal differs from a standard or reference signal.

鉴别器,鉴频器:一种将输入信号的某一特征,如频率或相位转变为幅度变化装置,其变化大小因信号与标准或参考信号的不同程度而异。

9.The machine learning model uses a discriminator to differentiate between real and fake images.

机器学习模型使用一个鉴别器来区分真实和虚假的图像。

10.A robust discriminator can improve the accuracy of predictions in classification tasks.

一个强大的鉴别器可以提高分类任务中的预测准确性。

11.In this context, the discriminator serves as a filter for recognizing patterns in data.

在这个上下文中,鉴别器作为识别数据模式的过滤器。

12.The AI system's discriminator is trained to identify fraudulent transactions.

该AI系统的鉴别器经过训练,以识别欺诈交易。

13.The discriminator in this neural network architecture evaluates the authenticity of generated samples.

这个神经网络架构中的鉴别器评估生成样本的真实性。

作文

In the realm of artificial intelligence and machine learning, the term discriminator refers to a crucial component in generative models, particularly in Generative Adversarial Networks (GANs). A discriminator is responsible for distinguishing between real data and data generated by a model. This concept is not only pivotal in AI but also resonates with various aspects of our daily lives, where discrimination—understood in its broader sense—plays a significant role in decision-making processes. To illustrate the importance of a discriminator, consider the example of a GAN that generates images. The generator creates images that aim to mimic real photographs, while the discriminator evaluates these images against actual photographs. It learns to identify subtle differences, such as texture, color distribution, and other visual cues. Through this adversarial process, the generator improves its output until it produces images that are indistinguishable from real ones. This dynamic interplay highlights how a discriminator functions as a critical evaluator, pushing the boundaries of creativity and realism in technology.However, the concept of a discriminator extends beyond the technical realm into societal contexts. Discrimination, in a social sense, involves recognizing and acting upon differences among individuals or groups. This can manifest in various forms, such as racial, gender, or socioeconomic discrimination. Understanding the role of a discriminator in these contexts allows us to reflect on the implications of our judgments and decisions.For instance, in hiring practices, a discriminator might be the criteria used to assess candidates. If the criteria are biased, they may lead to unfair treatment of certain applicants based on race or gender, rather than their qualifications. This underscores the importance of being aware of the factors that influence our judgments and striving for fairness and equity in decision-making processes.Moreover, the notion of a discriminator challenges us to think critically about how we categorize and evaluate others. In a world that often emphasizes differences, it is essential to recognize our shared humanity. By fostering empathy and understanding, we can mitigate the negative impacts of discrimination and promote inclusivity.In conclusion, whether in the context of artificial intelligence or societal interactions, the role of a discriminator is multifaceted and profound. It serves as a reminder of the power of evaluation and judgment, urging us to approach our assessments with care and consideration. As we navigate through technological advancements and social complexities, let us strive to be discerning in ways that uplift and unite rather than divide and discriminate. By doing so, we can harness the potential of both technology and humanity to create a more equitable and harmonious world.

在人工智能和机器学习领域,术语discriminator指的是生成模型中的一个关键组件,特别是在生成对抗网络(GANs)中。discriminator负责区分真实数据和模型生成的数据。这个概念不仅在人工智能中至关重要,而且在我们日常生活的各个方面也有共鸣,歧视——以更广泛的意义理解——在决策过程中扮演着重要角色。为了说明discriminator的重要性,考虑一下生成对抗网络生成图像的例子。生成器创建旨在模仿真实照片的图像,而discriminator则评估这些图像与实际照片的相似性。它学习识别微妙的差异,例如纹理、颜色分布和其他视觉线索。通过这种对抗过程,生成器改善其输出,直到产生与真实图像无法区分的图像。这种动态互动突显了discriminator作为关键评估者的功能,推动了技术中创造力和现实主义的边界。然而,discriminator的概念超越了技术领域,延伸到社会背景中。歧视在社会意义上涉及识别和对个人或群体之间差异的行为。这可以以各种形式表现出来,例如种族、性别或社会经济歧视。理解discriminator在这些背景中的作用使我们能够反思我们的判断和决策的影响。例如,在招聘实践中,discriminator可能是用于评估候选人的标准。如果这些标准存在偏见,可能会导致某些申请人在种族或性别上受到不公平对待,而不是基于他们的资格。这强调了意识到影响我们判断的因素的重要性,并努力在决策过程中实现公平和公正。此外,discriminator的概念挑战我们批判性地思考我们如何对他人进行分类和评估。在一个常常强调差异的世界中,认识到我们共同的人性至关重要。通过培养同情心和理解,我们可以减轻歧视的负面影响,促进包容性。总之,无论是在人工智能的背景下还是在社会互动中,discriminator的角色都是多方面且深远的。它提醒我们评估和判断的力量,敦促我们以谨慎和考虑的方式接近我们的评估。当我们在技术进步和社会复杂性中航行时,让我们努力以提升和团结的方式进行辨别,而不是分裂和歧视。通过这样做,我们可以利用技术和人性的潜力,创造一个更公平和谐的世界。