Transfer Learning

How transferable are features in deep neural networks?((NIPS 2014)

• arXiv: http://arxiv.org/abs/1411.1792

Learning and Transferring Mid-Level Image Representations using Convolutional Neural Networks

• paper: http://research.microsoft.com/pubs/214307/paper.pdf

Simultaneous Deep Transfer Across Domains and Tasks

• arxiv: http://arxiv.org/abs/1510.02192

Net2Net: Accelerating Learning via Knowledge Transfer

• arXiv: http://arxiv.org/abs/1511.05641
• github: https://github.com/soumith/net2net.torch
• notes(by Hugo Larochelle): https://www.evernote.com/shard/s189/sh/46414718-9663-440e-bbb7-65126b247b42/19688c438709251d8275d843b8158b03

Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping

• arxiv: http://arxiv.org/abs/1510.00098