Fisher Discriminant Triplet (FDT) and Fisher Discriminant Contrastive (FDC) Losses

Papers

This is the code for the following papers:

• Benyamin Ghojogh, Milad Sikaroudi, Sobhan Shafiei, H. R. Tizhoosh, Fakhri Karray, and Mark Crowley. "Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks" arXiv preprint arXiv:2004.04674 (2020).

  • Link of paper: click here.

• Benyamin Ghojogh, Milad Sikaroudi, Sobhan Shafiei, H. R. Tizhoosh, Fakhri Karray, and Mark Crowley. "Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks" International Joint Conference on Neural Networks (IJCNN), IEEE, 2020.

  • Link of paper: click here.

This is the code for Fisher Discriminant Triplet (FDT) and Fisher Discriminant Contrastive (FDC) Losses for training Siamese networks.

Triplet and Contrastive Losses in Siamese Networks

Embedding of MNIST