zero-shot learning(ps:每天演好一个情绪稳定的成年人)
my paper~~
1.(DAP,IAP)Learning To Detect Unseen Object Classes by Between-Class Attribute Transfer
2.(ALE)Label-Embedding for Attribute-Based Classification
3.(SAE)Semantic Autoencoder for Zero-shot Learning CVPR2017
https://github.com/waitwaitforget/ZeroShotLearning
https://zhuanlan.zhihu.com/p/27779811(笔记)
4. (SCoRe)Semantically Consistent Regularization for Zero-Shot Recognition CVPR2017
https://github.com/pedro-morgado/score-zeroshot
https://zhuanlan.zhihu.com/p/27661503(笔记)
5.(LDF)Discriminative Learning of Latent Features for Zero-Shot Recognition CVPR2018
https://zhuanlan.zhihu.com/p/36030705(笔记)https://blog.csdn.net/cp_oldy/article/details/81607884
6.(GCN)Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs CVPR2018
https://github.com/JudyYe/zero-shot-gcn
7.(DEM)Learning a Deep Embedding Model for Zero-Shot Learning CVPR2017
https://github.com/lzrobots/DeepEmbeddingModel_ZSL(简单已跑通)
8. (SP-AEN)Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks CVPR2018
https://github.com/zjuchenlong/sp-aen.cvpr18
9. (CVAE)A Generative Model For Zero Shot Learning Using Conditional Variational Autoencoders CVPR2018
https://github.com/ShivaKrishnaM/ZeroShot_CVAE
10. A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts CVPR 2018
https://github.com/EthanZhu90/ZSL_GAN_CVPR18
11. Generating Visual Representations for Zero-Shot Classification CVPR2018
https://github.com/maximebucher/Generating-Representations-ZSL
12.(硕士学位论文)基于属性学习的零样本图像分类研究
相关链接:
1. CVPR2018迁移学习相关论文:https://blog.csdn.net/cp_oldy/article/details/82183813
2. 2018之江杯全球人工智能大赛 - 零样本图像目标识别 简易baseline
https://github.com/wpwei/ZJL_zero_shot_learning_competition
3. https://www.zhihu.com/collection/189503788
4. https://blog.csdn.net/qq_38096703/article/details/80688072(类似7)
5. 论文三篇小结:https://blog.csdn.net/liuyuemaicha/article/details/73824827
6. 零次学习入门(三个问题)https://zhuanlan.zhihu.com/p/34656727
7. http://www.cnblogs.com/CSLaker/p/9277431.html#_label4(天涯惟笑)