image_embedding:reading
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Reading List
Hierarchical image embedding
- Barz, Björn, and Joachim Denzler. “ Hierarchy-based image embeddings for semantic image retrieval.” In 2019 IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 638-647. IEEE, 2019.
- Verma, Nakul, Dhruv Mahajan, Sundararajan Sellamanickam, and Vinod Nair. “ Learning hierarchical similarity metrics.” In 2012 IEEE conference on computer vision and pattern recognition, pp. 2280-2287. IEEE, 2012.
Other image embedding methods
- Oh Song, Hyun, Yu Xiang, Stefanie Jegelka, and Silvio Savarese. “ Deep metric learning via lifted structured feature embedding.” In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 4004-4012. 2016.
Theory-related papers
Hierarchical clustering
- Dasgupta, Sanjoy. “ A cost function for similarity-based hierarchical clustering.” arXiv preprint arXiv:1510.05043 (2015).
- Heller, Katherine A., and Zoubin Ghahramani. “ Bayesian hierarchical clustering.” In Proceedings of the 22nd international conference on Machine learning, pp. 297-304. ACM, 2005.
image_embedding/reading.1556180583.txt.gz · Last modified: 2019/04/25 04:23 by yang