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Polynomial Neural Networks
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Polynomial Neural Networks are in the classes of Neural Networks that can be expressed as a pure polynomial of the inputs to the network
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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Learning on a Razor's Edge: the Singularity Bias of Polynomial Neural Networks
A Training Framework for Optimal and Stable Training of Polynomial Neural Networks
A practical, fast method for solving sum-of-squares problems for very large polynomials
Activation degree thresholds and expressiveness of polynomial neural networks
PNeRV: A Polynomial Neural Representation for Videos
Geometry of Polynomial Neural Networks
Bayesian polynomial neural networks and polynomial neural ordinary differential equations
Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study
On the Study of Sample Complexity for Polynomial Neural Networks
Plant Species Recognition with Optimized 3D Polynomial Neural Networks and Variably Overlapping Time-Coherent Sliding Window
The Spectral Bias of Polynomial Neural Networks
Ladder Polynomial Neural Networks
Augmenting Deep Classifiers with Polynomial Neural Networks
CoPE: Conditional image generation using Polynomial Expansions
1-Dimensional polynomial neural networks for audio signal related problems
Physics-Based Deep Neural Networks for Beam Dynamics in Charged Particle Accelerators
Deep Polynomial Neural Networks
Physics-based polynomial neural networks for one-shot learning of dynamical systems from one or a few samples
$Π-$nets: Deep Polynomial Neural Networks
Polynomial Neural Networks and Taylor maps for Dynamical Systems Simulation and Learning
Matrix Lie Maps and Neural Networks for Solving Differential Equations
On the Expressive Power of Deep Polynomial Neural Networks
Nonconvex Matrix Factorization from Rank-One Measurements
Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods
An Approach to Stable Gradient Descent Adaptation of Higher-Order Neural Units
Discontinuous Piecewise Polynomial Neural Networks
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