Transfer-Learning
tags: transfer learning, domain adaptation, finetuning, one-shot learning, zero-shot learning.
Transfer Learning:
"How transferable are features in deep neural networks?"
https://github.com/yosinski/convnet_transfer
https://github.com/hycis/transfer_learning
Transfer learning and embedding
https://courses.cs.ut.ee/MTAT.03.292/2015_spring/uploads/Main/FOTIS%20project%20amp%20face%20recognition%20using%20CNN.pdf
Domain Adaptation:
"Unsupervised Domain Adaptation by Backpropagation"
https://github.com/ddtm/caffe/tree/grl
http://zhengrui.github.io/zerryland/transfer-learning-office-dataset.html
One-Shot Learning and Zero-Shot Learning:
"One-Shot Learning of Object Categories"
http://vision.stanford.edu/documents/Fei-FeiFergusPerona2006.pdf
"Zero-Shot Learning with Semantic Output Codes"
http://www.cs.cmu.edu/afs/cs/project/theo-73/www/papers/zero-shot-learning.pdf