Thus, the importance of taking advantage of transfer learning to advance the field of activity recognition. This literature review summarises the transfer learning techniques and explores the benefits of combining mobile and wearable devices with environmental sensors in support of transfer learning. We ...
Transfer learning (TL) with convolutional neural networks aims to improve performances on a new task by leveraging the knowledge of similar tasks learned in advance. It has made a major contribution to medical image analysis as it overcomes the data scar
To mitigate data limitations, transfer learning (TL) offers a viable solution by allowing pre-trained models to be adapted for agricultural applications. Many researchers have demonstrated TL’s potential to advance agriculture. Despite its importance, there is a lack of a comprehensive review, which...
The remainder part of the study is structured into sections as follows. A literature review is presented in “Literature review” section. “Basic concepts” section presents the basic concepts of generative and discriminative models, GANs, CGANs, and transfer learning. “Using CGAN in fine-tuning ...
3.1Transfer learning Transfer learningis a method of reproposing a model or knowledge for another activity. In the framework of COVID-19 diagnosis, extensive research efforts have been done by employingtransfer learning. However, the literature on transfer learning has undergone multiple revisions, and...
Transfer of Training: A Meta-Analytic Review: Brian D. BlumeJ. Kevin FordTimothy T. BaldwinJason L. Huang Jul 2010 Although transfer of learning was among the very first issues addressed by early psychologists, the extant literature remains characterized by inconsistent measurement of transfer and ...
(2005), « The Use of Music for Learning Languages : A Review of the Literature », Music et Language, University of Illinois, Urbana-Champaign, ... Standley,J. M. - 《Update Applications of Research in Music Education》 被引量: 78发表: 2008年 4. INTERPRETERS, INTERPRETING, AND THE...
关键词:语言迁移;正迁移;负迁移;语言输入;语言输出 Abstract Language transfer, which linguists have paid attention to, plays a significant role in theory and research of second language acquisition, and is closely linked with English learners’ English learning. In language learning, transfer is the ...
2. Literature Review Traditionally, exams or written tests are used to assess students’ academic progress. [28]. Research studies have shown that conventional methods of assessing students may negatively affect the learning process [29]. Furthermore, alternative evaluation techniques may favor learning...
transfer learning between 2D images and 3D objects during early childhood and (2) to integrate developmental theories of memory processing into the transfer of learning from media literature usingHayne’s (2004)developmental representational flexibility account. The review will conclude that studies on ...