Non-linear Convolution Filters for CNN-based Learning

Non-linear Convolution Filters for CNN-based Learning

23 August 2017

Georgios Zoumpourlis

Alexandros Doumanoglou

Papers citing "Non-linear Convolution Filters for CNN-based Learning"

16 / 16 papers shown

Title
No One-Size-Fits-All Neurons: Task-based Neurons for Artificial Neural Networks Feng-Lei Fan Meng Wang Hang Dong Jianwei Ma Tieyong Zeng 43 0 0 03 May 2024
DeViL: Decoding Vision features into Language Meghal Dani Isabel Rio-Torto Stephan Alaniz Zeynep Akata VLM 42 7 0 04 Sep 2023
Higher Order Gauge Equivariant CNNs on Riemannian Manifolds and Applications Gianfranco Cortés Yue Yu R. Chen Melissa S. Armstrong David E Vaillancourt B. Vemuri 34 1 0 26 May 2023
Dendritic Integration Based Quadratic Neural Networks Outperform Traditional Aritificial Ones Chongmin Liu Songting Li Douglas Zhou 18 0 0 25 May 2023
Cloud-RAIN: Point Cloud Analysis with Reflectional Invariance Yiming Cui Lecheng Ruan Hang Dong Qiang Li Zhongming Wu T. Zeng Fengyu Fan 3DPC 35 0 0 13 May 2023
One Neuron Saved Is One Neuron Earned: On Parametric Efficiency of Quadratic Networks Fenglei Fan Hangcheng Dong Zhongming Wu Lecheng Ruan T. Zeng Yiming Cui Jing-Xiao Liao 59 8 0 11 Mar 2023
Towards NeuroAI: Introducing Neuronal Diversity into Artificial Neural Networks Fenglei Fan Yingxin Li Hanchuan Peng T. Zeng Fei-Yue Wang 22 5 0 23 Jan 2023
B-cos Networks: Alignment is All We Need for Interpretability Moritz D Boehle Mario Fritz Bernt Schiele 39 84 0 20 May 2022
QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration Zirui Xu Fuxun Yu Jinjun Xiong Xiang Chen 33 23 0 01 Apr 2022
A precortical module for robust CNNs to light variations R. Fioresi J. Petkovic 18 1 0 15 Feb 2022
Resolution learning in deep convolutional networks using scale-space theory Silvia L.Pintea Nergis Tomen Stanley F. Goes Marco Loog J. C. V. Gemert SupR SSL 30 37 0 07 Jun 2021
VolterraNet: A higher order convolutional network with group equivariance for homogeneous manifolds Monami Banerjee Rudrasis Chakraborty Jose J. Bouza B. Vemuri 33 11 0 05 Jun 2021
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-organized Operational Layer M. Soltanian Junaid Malik Jenni Raitoharju Alexandros Iosifidis S. Kiranyaz Denmark 19 11 0 23 Nov 2020
Self-Organized Operational Neural Networks for Severe Image Restoration Problems Junaid Malik S. Kiranyaz Moncef Gabbouj 11 69 0 29 Aug 2020
Global Second-order Pooling Convolutional Networks Zilin Gao Jiangtao Xie Qilong Wang P. Li 29 328 0 29 Nov 2018
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization P. Li Jiangtao Xie Qilong Wang Zilin Gao 27 255 0 04 Dec 2017