Gradient target propagation

19 October 2018

Papers citing "Gradient target propagation"

14 / 14 papers shown

Title
Speeding up the Hyperparameter Optimization of Deep Convolutional Neural Networks Tobias Hinz Nicolás Navarro-Guerrero S. Magg S. Wermter 56 105 0 19 Jul 2018
Biologically Motivated Algorithms for Propagating Local Target Representations Alexander Ororbia A. Mali 110 88 0 26 May 2018
On the Selection of Initialization and Activation Function for Deep Neural Networks Soufiane Hayou Arnaud Doucet Judith Rousseau ODL 45 76 0 21 May 2018
Conducting Credit Assignment by Aligning Local Representations Alexander Ororbia A. Mali Daniel Kifer C. Lee Giles ODL 68 29 0 05 Mar 2018
Hyperparameters Optimization in Deep Convolutional Neural Network / Bayesian Approach with Gaussian Process Prior P. Murugan BDL 40 28 0 19 Dec 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 258 8,876 0 25 Aug 2017
On weight initialization in deep neural networks S. Kumar ODL 72 227 0 28 Apr 2017
Nonlinear Hebbian learning as a unifying principle in receptive field formation Carlos S. N. Brito W. Gerstner 38 64 0 04 Jan 2016
A Theory of Local Learning, the Learning Channel, and the Optimality of Backpropagation Pierre Baldi Peter Sadowski 46 72 0 22 Jun 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 437 43,234 0 11 Feb 2015
Difference Target Propagation Dong-Hyun Lee Saizheng Zhang Asja Fischer Yoshua Bengio AAML 85 348 0 23 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.6K 149,842 0 22 Dec 2014
How Auto-Encoders Could Provide Credit Assignment in Deep Networks via Target Propagation Yoshua Bengio 95 184 0 29 Jul 2014
Do Deep Nets Really Need to be Deep? Lei Jimmy Ba R. Caruana 160 2,117 0 21 Dec 2013