Approaching Deep Learning through the Spectral Dynamics of Weights

21 August 2024

Papers citing "Approaching Deep Learning through the Spectral Dynamics of Weights"

5 / 5 papers shown

Title
Analysis of Linear Mode Connectivity via Permutation-Based Weight Matching: With Insights into Other Permutation Search Methods Akira Ito Masanori Yamada Atsutoshi Kumagai MoMe 32 5 0 06 Feb 2024
Git Re-Basin: Merging Models modulo Permutation Symmetries Samuel K. Ainsworth J. Hayase S. Srinivasa MoMe 239 313 0 11 Sep 2022
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations Steffen Schotthöfer Emanuele Zangrando J. Kusch Gianluca Ceruti Francesco Tudisco 50 30 0 26 May 2022
Diverse Weight Averaging for Out-of-Distribution Generalization Alexandre Ramé Matthieu Kirchmeyer Thibaud Rahier A. Rakotomamonjy Patrick Gallinari Matthieu Cord OOD 186 128 0 19 May 2022
Implicit Regularization in Deep Tensor Factorization P. Milanesi Hachem Kadri Stéphane Ayache Thierry Artières 27 9 0 04 May 2021