Improving Few-shot Learning by Spatially-aware Matching and CrossTransformer

Author:

Zhang HongguangORCID,Torr Philip H. S.,Koniusz PiotrORCID

Publisher

Springer Nature Switzerland

Reference67 articles.

1. Vinyals, O., Blundell, C., Lillicrap, T., Wierstra, D., et al.: Matching networks for one shot learning. In: NIPS, pp. 3630–3638 (2016)

2. Snell, J., Swersky, K., Zemel, R.: Prototypical networks for few-shot learning. In: NeurIPS, pp. 4077–4087 (2017)

3. Sung, F., Yang, Y., Zhang, L., Xiang, T., Torr, P.H., Hospedales, T.M.: Learning to compare: Relation network for few-shot learning. arXiv preprint arXiv:1711.06025 (2017)

4. Zhang, H., Koniusz, P.: Power normalizing second-order similarity network for few-shot learning. In: WACV, pp. 1185–1193. IEEE (2019)

5. Porikli, F., Tuzel, O.: Covariance tracker. In: CVPR (2006)

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