Do Lessons from Metric Learning Generalize to Image-Caption Retrieval?
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Springer International Publishing
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https://link.springer.com/content/pdf/10.1007/978-3-030-99736-6_36
Reference43 articles.
1. Lecture Notes in Computer Science;A Brown,2020
2. Bruch, S., Wang, X., Bendersky, M., Najork, M.: An analysis of the softmax cross entropy loss for learning-to-rank with binary relevance. In: International Conference on Theory of Information Retrieval (ICTIR), pp. 75–78. ACM (2019)
3. Bruch, S., Zoghi, M., Bendersky, M., Najork, M.: Revisiting approximate metric optimization in the age of deep neural networks. In: SIGIR Conference on Research and Development in Information Retrieval (SIGIR), pp. 1241–1244. ACM (2019)
4. Chen, H., Ding, G., Liu, X., Lin, Z., Liu, J., Han, J.: IMRAM: iterative matching with recurrent attention memory for cross-modal image-text retrieval. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 12655–12663 (2020)
5. Chen, T., Li, L.: Intriguing properties of contrastive losses. arXiv preprint arXiv:2011.02803 (2020)
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