Position paper: Challenges and opportunities in topological deep learning

T Papamarkou, T Birdal, M Bronstein… - arXiv preprint arXiv …, 2024 - arxiv.org
Topological deep learning (TDL) is a rapidly evolving field that uses topological features to
understand and design deep learning models. This paper posits that TDL may complement …

Position Paper: Challenges and Opportunities in Topological Deep Learning

T Papamarkou, T Birdal, M Bronstein… - arXiv e …, 2024 - ui.adsabs.harvard.edu
Topological deep learning (TDL) is a rapidly evolving field that uses topological features to
understand and design deep learning models. This paper posits that TDL may complement …

[PDF][PDF] Position Paper: Challenges and Opportunities in Topological Deep Learning

T Papamarkou, T Birdal, M Bronstein, G Carlsson… - sci.utah.edu
Topological deep learning (TDL) is a rapidly evolving field that uses topological features to
understand and design deep learning models. This paper posits that TDL may complement …

[PDF][PDF] Position Paper: Challenges and Opportunities in Topological Deep Learning

T Papamarkou, T Birdal, M Bronstein, G Carlsson… - sci.utah.edu
Topological deep learning (TDL) is a rapidly evolving field that uses topological features to
understand and design deep learning models. This paper posits that TDL may complement …