Keras-Determinant-based-Mutual-Information-loss-(DMI-loss)

This is a tensorflow/Keras implementation of two versions of DMI-loss, also known as peer-loss. The existing pytorch implementations can be found at following repositories.

1. L_DMI: An Information-theoretic Noise-robust Loss Function : https://arxiv.org/abs/1909.03388 github: https://github.com/Newbeeer/L_DMI
2. Peer Loss Functions: Learning from Noisy Labels without Knowing Noise Rates : https://arxiv.org/abs/1910.03231 github: https://github.com/gohsyi/PeerLoss