零樣本學習公開代碼整理

1. 2018_CVPR_Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs [code]
2. 2018_CVPR_Learning to Compare: Relation Network for Few-Shot Learning [code]
3. 2018_CVPR_A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts [code]
4. 2018_CVPR_Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks [code]
5. 2018_CVPR_Feature Generating Networks for Zero-Shot Learning [code]
6. 2018_ECCV_Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition [code]
7. 2018_ECCV_Multi-modal Cycle-consistent Generalized Zero-Shot Learning [code]
8. 2018_ICFHR_Zero-Shot Learning Based Approach For Medieval Word Recognition Using Deep-Learned Features [code]
9. 2018_EMNLP_Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces [code]
10. 2018_arXiv_Rethinking Knowledge Graph Propagation for Zero-Shot Learning [coce]
11. 2017_CVPR_Zero-Shot learning - The Good, the Bad and the Ugly [datasets & code]
12. 2017_CVPR_Learning a Deep Embedding Model for Zero-Shot Learning [code]
13. 2017_CVPR_Semantic Autoencoder for Zero-shot Learning [Pytorch code] [code]
14. 2017_CVPR_Semantically Consistent Regularization for Zero-Shot Recognition [code]
15. 2017_CVPR_Link the Head to the" Beak": Zero Shot Learning from Noisy Text Description at Part Precision [code]
16. 2017_CVPR_Zero-Shot Recognition using Dual Visual-Semantic Mapping Paths [coce]
17. 2017_ICCV_Attributes2Classname: A discriminative model for attribute-based unsupervised zero-shot learning [code]
18. 2017_ICCV_Predicting visual exemplars of unseen classes for zero-shot learning [code]
19. 2017_ICCV_Learning Discriminative Latent Attributes for Zero-Shot Classification [code]
20. 2017_MasterThesis_Investigating Zero-Shot Learning techniques in multi-label scenarios [code]
21. 2017_ECML_A simple exponential family framework for zero-shot learning [code]
22. 2017_arXiv_Structure-propagation-for-zero-shot-learning [code]
23. 2016_CVPR_Synthesized classifiers for zero-shot learning [code]
24. 2016_CVPR_Latent Embeddings for Zero-Shot Classification [code]
25. 2016_CVPR_Zero-Shot Learning via Joint Latent Similarity Embedding [code]
26. 2016_AAAI_Relation Knowledge Transfer for Zero-Shot Learning [code]
27. 2016_ECCV_An empirical study and analysis of generalized zero-shot learning for object recognition in the wild [code]
28. 2015_ICML_An embarrassingly simple approach to one-shot learning [code]
29. 2014_ECCV_Transductive Multi-view Embedding for Zero-Shot Recognition and Annotation [code]
30. 2013_NIPS_Zero-Shot Learning Through Cross-Modal Transfer [code]