A Unifying Mutual Information View of Metric Learning: Cross-Entropy vs. Pairwise Losses

Author:

Boudiaf MalikORCID,Rony JérômeORCID,Ziko Imtiaz MasudORCID,Granger EricORCID,Pedersoli MarcoORCID,Piantanida PabloORCID,Ayed Ismail BenORCID

Publisher

Springer International Publishing

Reference47 articles.

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3. Deng, J., Dong, W., Socher, R., Li, L.J., Li, K., Fei-Fei, L.: Imagenet: a large-scale hierarchical image database. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2009)

4. Lecture Notes in Computer Science;W Ge,2018

5. Goldberger, J., Hinton, G.E., Roweis, S.T., Salakhutdinov, R.R.: Neighbourhood components analysis. In: Advances in Neural Information Processing Systems (NeurIPS) (2005)

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