Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning

Author:

Ye Han-JiaORCID,Hu Hexiang,Zhan De-Chuan

Funder

NSFC

NSFC-NRF Joint Research Project under Grant

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Software

Reference72 articles.

1. Akata, Z., Perronnin, F., Harchaoui, Z., & Schmid, C. (2013). Label-embedding for attribute-based classification. In IEEE conference on computer vision and pattern recognition (pp. 819–826).

2. Antoniou, A., Edwards, H., & Storkey, A. J. (2019). How to train your MAML. In Proceedings of the 7th international conference on learning representations.

3. Ba, L. J., Kiros, R., & Hinton, G. E. (2016). Layer normalization. CoRR arXiv:1607.06450.

4. Bertinetto, L., Henriques, J. F., Torr, P. H. S., & Vedaldi, A. (2019). Meta-learning with differentiable closed-form solvers. In Proceedings of the 7th international conference on learning representations.

5. Cao, K., Wei, C., Gaidon, A., Arechiga, N., & Ma, T. (2019). Learning imbalanced datasets with label-distribution-aware margin loss. Advances in Neural Information Processing Systems, 32, 1565–1576.

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