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"

10 / 10 papers shown

Title
Guidelines For The Choice Of The Baseline in XAI Attribution Methods Cristian Morasso Giorgio Dolci I. Galazzo Sergey M. Plis Gloria Menegaz 27 0 0 25 Mar 2025
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Mingxi Lei Chunwei Ma Meng Ding Yufan Zhou Ziyun Huang Jinhui Xu 74 0 0 10 Dec 2024
Learning Transferable Features for Implicit Neural Representations Kushal Vyas Ahmed Imtiaz Humayun Aniket Dashpute Richard G. Baraniuk Ashok Veeraraghavan Guha Balakrishnan OOD 44 1 0 15 Sep 2024
On the Geometry of Deep Learning Randall Balestriero Ahmed Imtiaz Humayun Richard G. Baraniuk AI4CE 31 1 0 09 Aug 2024
The Real Tropical Geometry of Neural Networks Marie-Charlotte Brandenburg Georg Loho Guido Montúfar 46 7 0 18 Mar 2024
Deep Networks Always Grok and Here is Why Ahmed Imtiaz Humayun Randall Balestriero Richard Baraniuk AAML OOD AI4CE 35 19 0 23 Feb 2024
Polyhedral Complex Derivation from Piecewise Trilinear Networks Jin-Hwa Kim 16 0 1 16 Feb 2024
Training Dynamics of Deep Network Linear Regions Ahmed Imtiaz Humayun Randall Balestriero Richard Baraniuk 11 3 0 19 Oct 2023
Polyhedral Complex Extraction from ReLU Networks using Edge Subdivision Arturs Berzins 10 5 0 12 Jun 2023
MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining Ahmed Imtiaz Humayun Randall Balestriero Richard Baraniuk OOD 27 25 0 15 Oct 2021