Resources and tutorials
Research papers
- 2005, CVPR, Learning a Similarity Metric Discriminatively, with Application to Face Verification
- 2014, CVPR, DeepFace: closing the gap to human-level performance in face verification
- 2016, CVPR, Fully-Convolutional Siamese Networks for Object Tracking
- 2016, AAAI, Siamese Recurrent Architectures for Learning Sentence Similarity
- 2016, Joint learning of speaker and phonetic similarities with siamese networks
- 2018, ICASSP, Content-based representations of audio using siamese neural networks
- 2018, Bioinformatics, SENSE: Siamese neural network for sequence embedding and alignment-free comparison
- 2019, Bioinformatics, Multifaceted protein–protein interaction prediction based on Siamese residual RCNN
- 2019, Bioinformatics, ReSimNet: drug response similarity prediction using Siamese neural networks
Models with similar features
- Triplet network
- Pseudo siamese network
Implementations
Gneral Resources in Neural Networks and their applications