What is the translation of " MULTI-TASK " in Chinese?

• 多任务

Examples of using Multi-task in English and their translations into Chinese

Able to handle multi-task work environment.
能有效管理多任务的工作环境。

Know how to apply end-to-end learning, transfer learning, and multi-task learning.
知道如何应用端到端学习、迁移学习以及多任务学习.

Multi-task learning is a general method for sharing parameters between models that are trained on multiple tasks.
多任务学习是在多个任务上训练的模型之间共享参数的一种通用方法。

Insufficient virtual memory causes multi-task operation error of the system.
虚拟内存不足造成系统多任务运算错误.

Finally, we also discuss tree-shaped networks, structured prediction, and the prospects of multi-task learning.
最后，本书还讨论了树形网络，结构化预测和多任务学习的前景。

Understand how to apply end-to-end learning, multi-task learning, and transfer learning.
知道如何应用端到端学习、迁移学习以及多任务学习.

Specifically, the weight-training group improved in executive function, which includes the ability to plan, regulate behavior, and multi-task.
特别是执行能力，哑铃训练组有很大的提高，包括制定计划的能力，规范行为和多任务。

If additional data is available, multi-task learning(MTL) can often be used to improve performance on the target task.
如果有额外的数据，多任务学习（MTL）通常可用于在目标任务中提升性能。

All of the previous approaches thus assume that the tasks used in multi-task learning are closely related.
所有之前的方法都基于假设：多任务学习的任务是紧密相关的。

The need for AI-enabled communication, multi-task automation, and analytics solutions will become more prevalent this year.
今年，对支持AI的通信，多任务自动化和分析解决方案的需求将变得更加普遍。

The 2008 paper by Collobert and Weston proved influential beyond its use of multi-task learning.
年，Collobert和Weston共同撰写的论文对多任务学习之外的其他应用还产生了一定的影响。

From a research perspective, I think that transfer learning and multi-task learning is one of the areas that I would love to figure out.
答：从研究角度来看，我认为迁移学习和多任务学习是我需要探索的领域之一。

Finally, we can motivate multi-task learning from a machine learning point of view: We can view multi-task learning as a form of inductive transfer.
最后，从机器学习的角度：我们可以将多任务学习看作归纳转移的一种形式。

From a research perspective, I think that transfer learning and multi-task learning is one of the areas that I would love to figure out.
答：从研究角度出发，我认为迁移学习和多任务学习是我想试着解决的问题之一。

For example, in multi-task learning, a single model solves multiple tasks, such as a deep model that has different output nodes for different tasks.
例如，在多任务学习中，一个模型可以完成多项任务，例如针对不同任务具有不同输出节点的深度模型。

Success in today's global market depends on having capable, well-rounded employees who can multi-task to meet a variety of challenges.
成功在今天的全球市场依赖于具有能够，全面的员工谁可以多任务，以满足各种各样的挑战。

Propose a Bayesian neural network for multi-task learning by placing a prior on the model parameters to encourage similar parameters across tasks.
文献[22]提出了一个用于多任务学习的贝叶斯神经网络，通过对模型参数加先验来鼓励不同任务参数相似。

Success in today's business world depends on having capable, well-rounded employees who can multi-task to meet a variety of challenges.
成功在今天的全球市场依赖于具有能够，全面的员工谁可以多任务，以满足各种各样的挑战。

We can motivate multi-task learning in different ways: Biologically, we can see multi-task learning as being inspired by human learning.
多任务学习的动机有不同的方式：从生物学的角度，多任务学习可以看作是受到人类学习的启发。

In this overview, I have reviewed both the history of literature in multi-task learning as well as more recent work on MTL for Deep Learning.
在本篇概述中，我们回顾了多任务学习的发展历程，以及最近的深度学习MTL的研究。

Users can multi-task with multiple Android apps in moveable windows along with a full desktop browser, all within the familiar Chrome OS interface.
用户能够在可移动的窗口、熟悉的ChromeOS界面下，调出多个Android应用（多任务）、全功能的桌面级浏览器；.

Years to just come, there is a new message that foreign do virtual reality multi-task operation software development Envelop VR company closed down.
年刚来，便有新消息称国外做虚拟现实多任务操作软件研发的EnvelopVR公司倒闭。

Viewed through the lens of multi-task learning, a model trained on ImageNet learns a large number of binary classification tasks(one for each class).
从多任务学习的角度来看，在ImageNet上训练的模型学习了大量的二分类任务（一个任务对应一个类别）。

Synchrotron radiation beamlines are high-performance instruments that allow obtaining multi-scale and multi-task researches on materials of industrial as well as fundamental interest.
同步辐射光束线是高性能仪器，可以对工业材料和基础材料进行多尺度和多任务研究。

The idea of multi-task learning was first proposed in 1993 by Rich Caruana and was applied to road-following and pneumonia prediction(Caruana, 1998).
多任务学习的概念最初由RichCaruana在1993年提出，并被应用于道路跟踪和肺炎预测（Caruana,1998）。

The Galaxy Tab S delivers an unmatched selection of enhanced productivity and security features that provide users with the ability to effortlessly and safely multi-task.
GALAXYTabS提供了无与伦比的、增强的生产力功能和安全功能选择，为用户带来轻松安全的多任务处理。

Advances in sentiment analysis, question answering, and joint multi-task learning are making it possible for AI to truly understand humans and the way we communicate….
情感分析、问题回答和联合多任务学习方面的进步使AI能够真正理解人类以及我们的交流方式。

Another related line of work is multi-task learning, where several tasks are learned jointly(Caruna 1993; Augenstein, Vlachos, and Maynard 2015).
另一个相关的研究领域是多任务学习，其中几个任务是联合学习的（Caruna1993;Augenstein,Vlachos,andMaynard2015）。

In particular, we will discuss two main ideas that have been pervasive throughout the history of multi-task learning: enforcing sparsity across tasks through norm regularization;
特别地，我们将讨论一直以来在多任务学习的历史中普遍存在的两个主要思想：通过范数正则化制造各任务间的稀疏性；.

Advances in sentiment analysis, question answering, and joint multi-task learning are making it possible for AI to truly understand humans and the way we communicate.
在情感分析、问答系统和联合多任务学习方面的进步，是人工智能得以能够真正理解人类和我们沟通的方式。