🍩 Database of Original & Non-Theoretical Uses of Topology

1. Deep Learning With Topological Signatures (2017)

   Christoph Hofer, Roland Kwitt, Marc Niethammer, Andreas Uhl

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   • 2D object shapes
   • Deep learning
   • Machine learning
   • Object classification
   • Social network graphs
   • 2D images
   • Images
   • Networks
   • Innovate
   • Bottleneck distance
   • Persistent homology
   • Wasserstein distance

2. Stochastic Multiresolution Persistent Homology Kernel. (2016)

   Xiaojin Zhu, Ara Vartanian, Manish Bansal, Duy Nguyen, Luke Brandl

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   • Image classification
   • Object classification
   • Kernel
   • Persistent homology
   • SMURPH Kernel