On the Compressive Power of Boolean Threshold Autoencoders

On the Compressive Power of Boolean Threshold Autoencoders

21 April 2020

Papers citing "On the Compressive Power of Boolean Threshold Autoencoders"

12 / 12 papers shown

Title
Binary Neural Networks: A Survey Haotong Qin Ruihao Gong Xianglong Liu Xiao Bai Jingkuan Song N. Sebe MQ 78 463 0 31 Mar 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 107 10,591 0 17 Feb 2020
Are deep ResNets provably better than linear predictors? Chulhee Yun S. Sra Ali Jadbabaie 78 12 0 09 Jul 2019
Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization Aditya Grover Stefano Ermon 13 53 0 26 Dec 2018
Recent Advances in Autoencoder-Based Representation Learning Michael Tschannen Olivier Bachem Mario Lucic OOD SSL DRL 29 442 0 12 Dec 2018
On the Compressive Power of Deep Rectifier Networks for High Resolution Representation of Class Boundaries Senjian An Bennamoun F. Boussaïd 26 2 0 24 Aug 2017
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 210 4,612 0 10 Nov 2016
Automatic chemical design using a data-driven continuous representation of molecules Rafael Gómez-Bombarelli Jennifer N. Wei David Duvenaud José Miguel Hernández-Lobato Benjamín Sánchez-Lengeling Dennis Sheberla J. Aguilera-Iparraguirre Timothy D. Hirzel Ryan P. Adams Alán Aspuru-Guzik 3DV 103 2,911 0 07 Oct 2016
Tutorial on Variational Autoencoders Carl Doersch BDL DRL 66 1,736 0 19 Jun 2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks Mohammad Rastegari Vicente Ordonez Joseph Redmon Ali Farhadi MQ 120 4,342 0 16 Mar 2016
BinaryConnect: Training Deep Neural Networks with binary weights during propagations Matthieu Courbariaux Yoshua Bengio J. David MQ 85 2,976 0 02 Nov 2015
On the Number of Linear Regions of Deep Neural Networks Guido Montúfar Razvan Pascanu Kyunghyun Cho Yoshua Bengio 52 1,249 0 08 Feb 2014