常见半监督方法 (SSL) 代码总结

 

经典以及最新的半监督方法 (SSL) 代码总结

 

  最近因为做实验需要,收集了一些半监督方法的代码,列出了一个清单:

  1. NIPS 2015  Semi-Supervised Learning with Ladder Networks 

    https://github.com/CuriousAI/ladder

  2. NIPS 2014  Semi-supervised-Learning-with-Deep-Generative-Models

    https://github.com/wangxiao5791509/NIPS14_Semi-supervised-Learning-with-Deep-Generative-Models

  3. IJCAI 2016  Parameter-Free Auto-Weighted Multiple Graph Learning: A Framework for Multiview Clustering and Semi-supervised           Classification. 

     作者代码尚未放出

  4. KDD 2014  Large-Scale Adaptive Semi-Supervised Learning via Unified Inductive and Transductive Model.

    http://www.escience.cn/people/fpnie/papers.html 

  5. ICCV 2013  Heterogeneous Image Features Integration via Multi-Modal Semi-Supervised Learning Model.

    http://www.escience.cn/people/fpnie/papers.html

  6. Xiaojin Zhu  2005      (Label Propagation) Semi-Supervised Learning with Graphs 

    自己实现了这个算法,link:____________________________。

  7. ICCV 2013  (Dynamic Label Propagation) Dynamic label propagation for semi-supervised multi-class multi-label classification

          期刊 PR:Dynamic label propagation for semi-supervised multi-class multi-label classification

                http://ac.els-cdn.com/S0031320315003738/1-s2.0-S0031320315003738-main.pdf?_tid=5369bc2a-438b-11e6-aa2e-00000aab0f01&acdnat=1467817816_57bf8e6adf8d10accc11fa2cb5ea01eb

    自己实现了这个算法,link:____________________________。

  未完,待续 。 。 。 

原文地址:https://www.cnblogs.com/wangxiaocvpr/p/5648443.html