以下是一些关于对比学习综述的参考文献:

  1. Bengio, Y., Courville, A., & Vincent, P. (2013). Representation learning: A review and new perspectives. IEEE transactions on pattern analysis and machine intelligence, 35(8), 1798-1828.

  2. Li, Y., & Zhou, D. (2017). Contrastive learning for image recognition. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (pp. 210-219).

  3. Hadsell, R., Chopra, S., & LeCun, Y. (2006). Dimensionality reduction by learning an invariant mapping. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (Vol. 2, pp. 1735-1742).

  4. Wang, J., Yang, J., Mao, J., Huang, Z., & Yuille, A. L. (2014). Learning fine-grained image similarity with deep ranking. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (pp. 1386-1393).

  5. Tian, Y., Krishnan, D., & Isola, P. (2020). Contrastive multiview coding. In European Conference on Computer Vision (pp. 437-454).

  6. Chen, T., Kornblith, S., Norouzi, M., & Hinton, G. (2020). A simple framework for contrastive learning of visual representations. arXiv preprint arXiv:2002.05709.

  7. Chen, X., Fan, H., Girshick, R., & He, K. (2020). Improved baselines with momentum contrastive learning. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 720-729).

这些参考文献涵盖了对比学习在不同领域的应用和方法。阅读这些文献可以帮助你更好地了解对比学习的研究状况和发展趋势

对比学习综述参考文献

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