• 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)

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  • 原文地址:https://www.cnblogs.com/feifanrensheng/p/9580983.html
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