Investigating the Impact of Data Volume and Domain Similarity on Transfer Learning Applications

Author:

Bernico Michael,Li Yuntao,Zhang Dingchao

Publisher

Springer International Publishing

Reference10 articles.

1. Russakovsky, O., Deng, J., Su, H., Krause, J., Satheesh, S., Ma, S., et al.: ImageNet large scale visual recognition challenge. arXiv:1409.0575 (2014)

2. Pan, S.J., Yang, Q.: A survey on transfer learning. IEEE Trans. Knowl. Data Eng. 22(10), 1345–1359 (2010)

3. Sun, C., Shrivastava, A., Singh, S., Gupta, A.: Revisiting unreasonable effectiveness of data in deep learning era. In: ICCV (2017)

4. Elson, J., Douceur, J.R., Howell, J., Saul, J.: Asirra: a CAPTCHA that exploits interest-aligned manual image categorization. In: Proceedings of 14th ACM Conference on Computer and Communications Security (CCS). Association for Computing Machinery, Inc. (2007)

5. Rothe, R., Timofte, R., Van Gool, L.: Deep expectation of real and apparent age from a single image without facial landmarks. Int. J. Comput. Vis. (IJCV) (2016)

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