CNNs on manifolds and gauge invariant CNNs

Wednesday Jul 22, 2020, 11:00 AM → 12:30 PM America/New_York

Zoom

Topic: CNNs on manifolds and gauge invariant CNNs, (a continuation of the previous week's presentation on group equivariant neural networks). 

Readings:

Bronstein, M. M., Bruna, J., Lecun, Y., Szlam, A., & Vandergheynst, P. (2017). Geometric Deep Learning: Going beyond Euclidean data. IEEE Signal Processing Magazine, 34(4), 18–42. https://doi.org/10.1109/MSP.2017.2693418

Cohen, T. S., Weiler, M., Kicanaoglu, B., & Welling, M. (n.d.). Gauge Equivariant Convolutional Networks and the Icosahedral CNN.

For Zoom information please contact Sara Mejias Gonzalez.