Rethinking generalizable face anti-spoofing via hierarchical prototype-guided distribution refinement in hyperbolic space

C Hu, KY Zhang, T Yao, S Ding… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Generalizable face anti-spoofing (FAS) approaches have drawn growing attention due to
their robustness for diverse presentation attacks in unseen scenarios. Most previous …

Hyperbolic deep learning in computer vision: A survey

P Mettes, M Ghadimi Atigh, M Keller-Ressel… - International Journal of …, 2024 - Springer
Deep representation learning is a ubiquitous part of modern computer vision. While
Euclidean space has been the de facto standard manifold for learning visual …