Trusting SVM for piecewise linear CNNs

Trusting SVM for piecewise linear CNNs

Show other versions (1)

We present a novel layerwise optimization algorithm for the learning objective of Piecewise-Linear Convolutional Neural Networks (PL-CNNs), a large class of convolutional neural networks. Specifically, PL-CNNs employ piecewise linear non-linearities such as the commonly used ReLU and max-pool, and a...

Fuld beskrivelse

Bibliografiske detaljer
Main Authors:	Berrada, L, Zisserman, A, Kumar, MP
Format:	Conference item
Sprog:	English
Udgivet:	Curran Associates 2017

Lignende værker

Trusting SVM for piecewise linear CNNs
af: Berrada, L, et al.
Udgivet: (2016)

An efficient hybrid model of CNNs and different kernels of SVM for brain tumor classification
af: Mohammed Bourennane, et al.
Udgivet: (2023-10-01)

Piecewise linear topology/
af: 456810 Hudson, J. F. P.
Udgivet: (1969)

Piecewise-linear and birational toggling
af: David Einstein, et al.
Udgivet: (2014-01-01)

Piecewise linear Wilson lines
af: Van der Veken Frederik F.
Udgivet: (2015-01-01)

Smoothing of Piecewise Linear Paths
af: Michel Waringo, et al.
Udgivet: (2008-11-01)

Piecewise-linear network theory
Udgivet: (2004)

Smoothings of piecewise linear manifolds/
af: 179340 Hirsch, Morris W., et al.
Udgivet: (1974)

Introduction to piecewise-linear topology/
af: 179522 Rouke, C. P., et al.
Udgivet: (1982)

On unique solvability of the piecewise linear equation system
af: Shubham Kumar, et al.
Udgivet: (2022-12-01)

Molding CNNs for text: Non-linear, non-consecutive convolutions
af: Lei, Tao, et al.
Udgivet: (2017)

Prediction of limit cycle oscillations in piecewise linear systems with multiple piecewise nonlinearities
af: Yongeun Yoon, et al.
Udgivet: (2021-01-01)

Training neural networks for and by interpolation
af: Berrada, L, et al.
Udgivet: (2020)

Smooth loss functions for deep top-k classification
af: Berrada, L, et al.
Udgivet: (2018)

Smooth loss functions for deep top-k classification
af: Berrada, L, et al.
Udgivet: (2018)

Deep Frank-Wolfe for neural network optimization
af: Berrada, L, et al.
Udgivet: (2018)

Dynamics of delayed piecewise linear systems
af: Laszlo E. Kollar, et al.
Udgivet: (2003-02-01)

Piecewise Linear Parametrization of Canonical Bases
af: Lusztig, George
Udgivet: (2015)

Piecewise linear behavior of RC beams with openings/
af: 484127 M. A. Mansur author, et al.

Proliferation of non-linear excitations in the piecewise-linear perceptron
af: Antonio Sclocchi, Pierfrancesco Urbani
Udgivet: (2021-01-01)

Automatic reconstruction of piecewise planar models from multiple views
af: Baillard, C, et al.
Udgivet: (2002)

THE CONSTRUCTION OF SOLUTIONS OF PIECEWISE-LINEAR PHASE SYSTEMS
af: A. F. Gribov, et al.
Udgivet: (2019-02-01)

A Deep-Network Piecewise Linear Approximation Formula
af: Gengsheng L. Zeng
Udgivet: (2021-01-01)

An Iterative Decomposed Piecewise-Linear Model Description
af: Victor Jimenez-Fernandez, et al.
Udgivet: (2009-01-01)

The decay of mechanical oscillations in piecewise linear system
af: Genovaitė Zaksienė
Udgivet: (2004-12-01)

cpop: Detecting Changes in Piecewise-Linear Signals
af: Paul Fearnhead, et al.
Udgivet: (2024-05-01)

Dynamics of the Simplest Piecewise Linear Discontinuous Mappings
af: D. S. Kaschenko
Udgivet: (2015-02-01)

A Smoothening Method for the Piecewise Linear Interpolation
af: Beong In Yun
Udgivet: (2015-01-01)

Homoclinic Bifurcations in Planar Piecewise-Linear Systems
af: Bin Xu, et al.
Udgivet: (2013-01-01)

NONSURJECTIVE SATELLITE OPERATORS AND PIECEWISE-LINEAR CONCORDANCE
af: ADAM SIMON LEVINE
Udgivet: (2016-01-01)

Discrete piecewise linear \(l_1\) approximation
af: Ivan Meško
Udgivet: (1989-08-01)

Piecewise linear functions in \(\mathbb{R}^3\)
af: Ivan Meško
Udgivet: (1986-02-01)

Dynamics of the Simplest Piecewise Linear Discontinuous Mappings
af: D. S. Kaschenko
Udgivet: (2012-01-01)

Piecewise linear functions in \(\mathbb{R}^3\)
af: Ivan Meško
Udgivet: (1986-02-01)

Piecewise-linear maps and their application to financial markets
af: Fabio Tramontana, et al.
Udgivet: (2016-08-01)

Piecewise Linear Regression Based on Plane Clustering
af: Xubing Yang, et al.
Udgivet: (2019-01-01)

Piecewise linear detection for direct superposition modulation
af: Martin Damrath, et al.
Udgivet: (2018-04-01)

Discrete piecewise linear \(l_1\) approximation
af: Ivan Meško
Udgivet: (1989-08-01)

Piecewise Linear Model-Based Image Enhancement
af: Fabrizio Russo
Udgivet: (2004-09-01)

Singularly perturbed linear oscillator with piecewise-constant argument
af: M. U. Akhmet, et al.
Udgivet: (2018-08-01)