图 书 馆
迁移学习概述An Overview of Transfer Learning |
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| 课程网址: | http://videolectures.net/nipsworkshops2013_jialin_pan_transfer_le... |
| 主讲教师: | Sinno Jialin Pan |
| 开课单位: | 信息通信研究所 |
| 开课时间: | 2014-10-06 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Transfer learning has attracted increasingly attention in artificial intelligence, machine learning and many other application areas. Different from traditional machine learning methods which assume the training and testing data come from the same task or domain, transfer learning aims to extract common knowledge across domains or tasks, such that a model trained on one domain or task can be adapted to other domains or tasks. In this talk, I will first give an overview of transfer learning and discuss the relationships between transfer learning and other learning areas, and then summarize various transfer learning approaches into several categories, and introduce some representative methods, finally discuss research challenges and future directions in this area. |
| 关 键 词: | 迁移学习; 人工智能; 机器学习 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2022-12-05：chenjy |
| 最后编审: | 2023-05-11：chenjy |
| 阅读次数: | 28 |