hdjsjyl / hyperbolic-image-embeddings

Supplementary code for the paper "Hyperbolic Image Embeddings".

Hyperbolic Image Embeddings

Supplementary code for the paper Hyperbolic Image Embeddings.

Authors:

• Valentin Khrulkov
• Leyla Mirvakhabova
• Evgeniya Ustinova
• Victor Lempitsky
• Ivan Oseledets

Prerequisites

• PyTorch-1.0 and torchvision
• tensorboardX

Instructions

To replicate the results on CUB and MiniImageNet, follow the instructions here .

Citing

If you used our research, we kindly ask you to cite the corresponding paper.

@article{khrulkov2019hyperbolic, 
  title={Hyperbolic Image Embeddings},
  author={Khrulkov, Valentin and Mirvakhabova, Leyla and Ustinova, Evgeniya and 
  Oseledets, Ivan and Lempitsky, Victor},
  journal={arXiv preprint arXiv:1904.02239},
  year={2019}
}

Acknowledgements

We have used the following repositories in preparation of the code

• geoopt
• ProtoNet
• FEAT