Data-efficient Transfer Learning with Pre-trained Networks

Data-efficient Transfer Learning with Pre-trained Networks

Deep learning has dominated the computer vision field since 2012, but a common criticism of deep learning methods is their dependence on large amounts of data. To combat this criticism research into data-efficient deep learning is growing. The foremost success in data-efficient deep learning is tran...

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Bibliographic Details
Main Author: Lundström, Dennis
Format: Others
Language:English
Published: Linköpings universitet, Datorseende 2017
Subjects:
deep learning
neural networks
convolutional networks
convolutional neural network
data-efficient machine learning
pre-trained networks
Computer Vision and Robotics (Autonomous Systems)
Datorseende och robotik (autonoma system)
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-138612

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-138612

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