SplineCam: Exact Visualization and Characterization of Deep Network
Geometry and Decision Boundaries

SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries

24 February 2023

Ahmed Imtiaz Humayun

Randall Balestriero

Guha Balakrishnan

Richard Baraniuk

Papers citing "SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries"

7 / 7 papers shown

Title
Learning Transferable Features for Implicit Neural Representations Kushal Vyas Ahmed Imtiaz Humayun Aniket Dashpute Richard G. Baraniuk Ashok Veeraraghavan Guha Balakrishnan OOD 145 4 0 15 Sep 2024
On the Geometry of Deep Learning Randall Balestriero Ahmed Imtiaz Humayun Richard G. Baraniuk AI4CE 77 1 0 09 Aug 2024
Batch Normalization Explained Randall Balestriero Richard G. Baraniuk AAML 50 17 0 29 Sep 2022
Are All Linear Regions Created Equal? Matteo Gamba Adrian Chmielewski-Anders Josephine Sullivan Hossein Azizpour Mårten Björkman MLT 15 15 0 23 Feb 2022
A Data-Augmentation Is Worth A Thousand Samples: Exact Quantification From Analytical Augmented Sample Moments Randall Balestriero Ishan Misra Yann LeCun 47 20 0 16 Feb 2022
Neural Architecture Search without Training J. Mellor Jack Turner Amos Storkey Elliot J. Crowley 36 380 0 08 Jun 2020
Empirical Studies on the Properties of Linear Regions in Deep Neural Networks Xiao Zhang Dongrui Wu 36 38 0 04 Jan 2020