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 。 。 。