Learning To See Topological Properties In 4D Using Convolutional Neural Networks

Khalil Mathieu Hannouch, Stephan K. Chalup. Learning To See Topological Properties In 4D Using Convolutional Neural Networks. In Timothy Doster, Tegan Emerson, Henry Kvinge, Nina Miolane, Mathilde Papillon, Bastian Rieck, Sophia Sanborn, editors, Topological, Algebraic and Geometric Learning Workshops 2023, 28 July 2023, Honolulu, HI, USA. Volume 221 of Proceedings of Machine Learning Research, pages 437-454, PMLR, 2023. [doi]

@inproceedings{HannouchC23,
  title = {Learning To See Topological Properties In 4D Using Convolutional Neural Networks},
  author = {Khalil Mathieu Hannouch and Stephan K. Chalup},
  year = {2023},
  url = {https://proceedings.mlr.press/v221/hannouch23a.html},
  researchr = {https://researchr.org/publication/HannouchC23},
  cites = {0},
  citedby = {0},
  pages = {437-454},
  booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July 2023, Honolulu, HI, USA},
  editor = {Timothy Doster and Tegan Emerson and Henry Kvinge and Nina Miolane and Mathilde Papillon and Bastian Rieck and Sophia Sanborn},
  volume = {221},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}