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

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

Episode | Podcast

Date: Thu, 25 Jun 2020 17:08:44 -0000

We continue our CVPR coverage with today’s 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’s research on integrating physics-based principles into computer vision. We also discuss the context of the term “invariant,” and Pavan contextualizes this work in relation to Hinton’s similar Capsule Network res