Hyperbolic Image Embeddings

Supplementary code for the paper Hyperbolic Image Embeddings.

Authors:

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

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.

@InProceedings{Khrulkov_2020_CVPR,
  author = {Khrulkov, Valentin and Mirvakhabova, Leyla and Ustinova, Evgeniya and Oseledets, Ivan and Lempitsky, Victor},
  title = {Hyperbolic Image Embeddings},
  booktitle = {The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = {June},
  year = {2020}
}

Acknowledgements

We have used the following repositories in preparation of the code

• geoopt
• ProtoNet
• FEAT