Regularization of polynomial networks for image recognition

Regularization of polynomial networks for image recognition

24 March 2023

Grigorios G. Chrysos

Papers citing "Regularization of polynomial networks for image recognition"

11 / 11 papers shown

Title
Hadamard product in deep learning: Introduction, Advances and Challenges Grigorios G. Chrysos Yongtao Wu Razvan Pascanu Philip Torr V. Cevher AAML 96 0 0 17 Apr 2025
Learnable polynomial, trigonometric, and tropical activations Ismail Khalfaoui-Hassani Stefan Kesselheim 59 0 0 03 Feb 2025
A practical, fast method for solving sum-of-squares problems for very large polynomials Daniel Keren Margarita Osadchy Roi Poranne 9 0 0 21 Oct 2024
PNeRV: A Polynomial Neural Representation for Videos Sonam Gupta S. Tomar Grigorios G. Chrysos Sukhendu Das A. N. Rajagopalan 33 0 0 27 Jun 2024
Tensor Polynomial Additive Model Yang Chen Ce Zhu Jiani Liu Yipeng Liu TPM 18 0 0 05 Jun 2024
Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation Madison Cooley Shandian Zhe Robert M. Kirby Varun Shankar 43 1 0 04 Jun 2024
HOIN: High-Order Implicit Neural Representations Yang Chen Ruituo Wu Yipeng Liu Ce Zhu 16 2 0 23 Apr 2024
Multilinear Operator Networks Yixin Cheng Grigorios G. Chrysos Markos Georgopoulos V. Cevher 11 7 0 31 Jan 2024
Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study Yongtao Wu Zhenyu Zhu Fanghui Liu Grigorios G. Chrysos V. Cevher 26 10 0 16 Sep 2022
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 244 35,884 0 25 Aug 2016