Podcasts Technology The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) Invariance, Geometry and Deep Neural Networks with Pavan Turaga - #386

Invariance, Geometry and Deep Neural Networks with Pavan Turaga - #386

Published: June 25, 2020, 5:08 p.m.

We continue our CVPR coverage with today\u2019s guest, Pavan Turaga, Associate Professor at Arizona State University. Pavan gave a keynote presentation at the Differential Geometry in CV and ML Workshop, speaking on Revisiting Invariants with Geometry and Deep Learning. We go in-depth on Pavan\u2019s research on integrating physics-based principles into computer vision. We also discuss the context of the term \u201cinvariant,\u201d and Pavan contextualizes this work in relation to Hinton\u2019s similar Capsule Network res