Exploring loss functions for optimising the accuracy of Siamese neural networks in re-identification applications.

Jonathan Eichild Schmidt

Published in: ICMV (2021)

Keyphrases

loss function
neural network
pairwise
loss minimization
squared error
logistic regression
learning to rank
risk minimization
support vector
empirical risk
artificial neural networks
prediction accuracy
information gain
classification accuracy
special case
hinge loss
convex loss functions