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Towards Practical Control of Singular Values of Convolutional Layers

Towards Practical Control of Singular Values of Convolutional Layers

24 November 2022
Alexandra Senderovich
Ekaterina Bulatova
Anton Obukhov
M. Rakhuba
    AAML
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Papers citing "Towards Practical Control of Singular Values of Convolutional Layers"

4 / 4 papers shown
Title
On the Surprising Effectiveness of Spectrum Clipping in Learning Stable Linear Dynamics
On the Surprising Effectiveness of Spectrum Clipping in Learning Stable Linear Dynamics
Hanyao Guo
Yunhai Han
H. Ravichandar
76
0
0
02 Dec 2024
Spectral regularization for adversarially-robust representation learning
Spectral regularization for adversarially-robust representation learning
Sheng Yang
Jacob A. Zavatone-Veth
C. Pehlevan
AAML
OOD
46
0
0
27 May 2024
TT-NF: Tensor Train Neural Fields
TT-NF: Tensor Train Neural Fields
Anton Obukhov
Mikhail (Misha) Usvyatsov
Christos Sakaridis
Konrad Schindler
Luc Van Gool
45
7
0
30 Sep 2022
Training Scale-Invariant Neural Networks on the Sphere Can Happen in
  Three Regimes
Training Scale-Invariant Neural Networks on the Sphere Can Happen in Three Regimes
M. Kodryan
E. Lobacheva
M. Nakhodnov
Dmitry Vetrov
39
15
0
08 Sep 2022
1