「DL」 迁移学习资源汇总

1 综述

2 域适应

1. Joint Information Preservation for Heterogeneous Domain Adaptation
   2019-05-22 paper

2. MixMatch Domain Adaptaion: Prize-winning solution for both tracks of VisDA 2019 challenge
   ICCV 2019 2019-10-09 paper | VisDA | tensorflow-official

3 元迁移

1. Meta-Transfer Learning for Few-Shot Learning
   cvpr 2019 2018-12-06 paper

2. Meta-Transfer Learning through Hard Tasks
   2019-10-07 paper
   上篇文章的扩展；

4 多模态嵌入

1. Target-Oriented Deformation of Visual-Semantic Embedding Space
   2019-10-15 paper

5 其他

Brain-mediated Transfer Learning of Convolutional Neural Networks
2019-05-24 paper

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TOP

附录

A 资源

1. 领域自适应相关论文、代码分享
2. awsome-domain-adaptation-zhaoxin94