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

Malik Boudiaf, Jérôme Rony, Imtiaz Masud Ziko, Eric Granger, Marco Pedersoli, Pablo Piantanida, Ismail Ben Ayed. A Unifying Mutual Information View of Metric Learning: Cross-Entropy vs. Pairwise Losses. In Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm, editors, Computer Vision - ECCV 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part VI. Volume 12351 of Lecture Notes in Computer Science, pages 548-564, Springer, 2020. [doi]

Abstract

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