Maintaining Difficulty: A Margin Scheduler for Triplet Loss in Siamese Networks Training

This research addresses the stagnation of Siamese Networks caused by fixed margin parameters in Triplet Loss, proposing a dynamic scheduler to maintain optim...

Level: advanced

By Roberto Sprengel Minozzo Tomchak, Oge Marques, Lucas Garcia Pedroso, Luiz Eduardo Oliveira, Paulo Lisboa de Almeida

Category: research