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Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks
13 December 2023
G. Marchetti
Christopher Hillar
Danica Kragic
Sophia Sanborn
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Papers citing
"Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"
4 / 4 papers shown
Title
Low Rank and Sparse Fourier Structure in Recurrent Networks Trained on Modular Addition
Akshay Rangamani
40
0
0
28 Mar 2025
An Invitation to Neuroalgebraic Geometry
G. Marchetti
V. Shahverdi
Stefano Mereta
Matthew Trager
Kathlén Kohn
109
2
0
31 Jan 2025
Relative Representations: Topological and Geometric Perspectives
Alejandro García-Castellanos
G. Marchetti
Danica Kragic
Martina Scolamiero
48
0
0
17 Sep 2024
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges
M. Bronstein
Joan Bruna
Taco S. Cohen
Petar Velivcković
GNN
174
1,104
0
27 Apr 2021
1