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SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries
24 February 2023
Ahmed Imtiaz Humayun
Randall Balestriero
Guha Balakrishnan
Richard Baraniuk
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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
47
1
0
15 Sep 2024
On the Geometry of Deep Learning
Randall Balestriero
Ahmed Imtiaz Humayun
Richard G. Baraniuk
AI4CE
33
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
1