SOTAVerified

Polynomial Neural Networks

Polynomial Neural Networks are in the classes of Neural Networks that can be expressed as a pure polynomial of the inputs to the network

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 29 papers

TitleStatusHype
P-nets: Deep Polynomial Neural NetworksCode1
Deep Polynomial Neural NetworksCode1
Π-nets: Deep Polynomial Neural NetworksCode1
Discontinuous Piecewise Polynomial Neural NetworksCode1
Augmenting Deep Classifiers with Polynomial Neural NetworksCode0
On the Expressive Power of Deep Polynomial Neural NetworksCode0
Conditional Generation Using Polynomial ExpansionsCode0
CoPE: Conditional image generation using Polynomial ExpansionsCode0
A Training Framework for Optimal and Stable Training of Polynomial Neural NetworksCode0
Matrix Lie Maps and Neural Networks for Solving Differential EquationsCode0
Learning on a Razor's Edge: the Singularity Bias of Polynomial Neural Networks—0
Nonconvex Matrix Factorization from Rank-One Measurements—0
On the Study of Sample Complexity for Polynomial Neural Networks—0
Physics-Based Deep Neural Networks for Beam Dynamics in Charged Particle Accelerators—0
Physics-based polynomial neural networks for one-shot learning of dynamical systems from one or a few samples—0
Plant Species Recognition with Optimized 3D Polynomial Neural Networks and Variably Overlapping Time-Coherent Sliding Window—0
PNeRV: A Polynomial Neural Representation for Videos—0
Polynomial Neural Networks and Taylor maps for Dynamical Systems Simulation and Learning—0
1-Dimensional polynomial neural networks for audio signal related problems—0
The Spectral Bias of Polynomial Neural Networks—0
Activation degree thresholds and expressiveness of polynomial neural networks—0
An Approach to Stable Gradient Descent Adaptation of Higher-Order Neural Units—0
A practical, fast method for solving sum-of-squares problems for very large polynomials—0
Bayesian polynomial neural networks and polynomial neural ordinary differential equations—0
Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study—0
Show:102550
← PrevPage 1 of 2Next →

No leaderboard results yet.