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

Roberto Sprengel Minozzo Tomchak, Oge Marques, Lucas Garcia Pedroso +2

The Triplet Margin Ranking Loss is one of the most widely used loss functions in Siamese Networks for solving Distance Metric Learning (DML) problems. This loss function depends on…