The Geometry of Deep Networks: Power Diagram Subdivision

The Geometry of Deep Networks: Power Diagram Subdivision

21 May 2019

Randall Balestriero

Romain Cosentino

Richard Baraniuk

Papers citing "The Geometry of Deep Networks: Power Diagram Subdivision"

6 / 6 papers shown

Title
Time to Spike? Understanding the Representational Power of Spiking Neural Networks in Discrete Time Duc Anh Nguyen Ernesto Araya Adalbert Fono Gitta Kutyniok 80 0 0 23 May 2025
A Relative Homology Theory of Representation in Neural Networks Kosio Beshkov 137 0 0 17 Feb 2025
On the Geometry of Deep Learning Randall Balestriero Ahmed Imtiaz Humayun Richard G. Baraniuk AI4CE 77 1 0 09 Aug 2024
From Hard to Soft: Understanding Deep Network Nonlinearities via Vector Quantization and Statistical Inference Randall Balestriero Richard G. Baraniuk 17 17 0 22 Oct 2018
Mad Max: Affine Spline Insights into Deep Learning Randall Balestriero Richard Baraniuk AI4CE 46 78 0 17 May 2018
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 321 15,825 0 12 Nov 2013