We are excited and honored that our group was awarded the NSF SCALE MoDL Grant "Stimulating Collaborative Advances Leveraging Expertise in the Mathematical and Scientific Foundations of Deep Learning". We aim to provide a unified geometric and topological framework grounded in cell complex neural networks to explain and enhance deep learning architectures, with applications to biological shape analysis.
We are looking forward to getting started on this exciting research direction! We specifically congratulate our collaborators Mustafa Hajij (Santa Clara University) and Tolga Birdal (Imperial College London).
The research is funded by the NSF's program: "Stimulating Collaborative Advances Leveraging Expertise in the Mathematical and Scientific Foundations of Deep Learning (SCALE MoDL)". Details about our award can be found here.
Image Courtesy: Mustafa Hajij.