Zero-bias autoencoders and the benefits of co-adapting features

Zero-bias autoencoders and the benefits of co-adapting features

13 February 2014

Roland Memisevic

David M. Krueger

Papers citing "Zero-bias autoencoders and the benefits of co-adapting features"

15 / 15 papers shown

Title
Residual Stream Analysis with Multi-Layer SAEs Tim Lawson Lucy Farnik Conor Houghton Laurence Aitchison 31 3 0 06 Sep 2024
Bayesian optimization for sparse neural networks with trainable activation functions M. Fakhfakh Lotfi Chaari 20 2 0 10 Apr 2023
A survey on modern trainable activation functions Andrea Apicella Francesco Donnarumma Francesco Isgrò R. Prevete 36 365 0 02 May 2020
Weighted Sigmoid Gate Unit for an Activation Function of Deep Neural Network Masayuki Tanaka 33 54 0 03 Oct 2018
Learning Combinations of Activation Functions Franco Manessi A. Rozza AI4CE 26 54 0 29 Jan 2018
Automated Pruning for Deep Neural Network Compression Franco Manessi A. Rozza Simone Bianco Paolo Napoletano Raimondo Schettini 36 56 0 05 Dec 2017
EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing Savas Ozkan Berk Kaya G. Akar 23 190 0 06 Aug 2017
Structured Prediction of 3D Human Pose with Deep Neural Networks Bugra Tekin Isinsu Katircioglu Mathieu Salzmann Vincent Lepetit Pascal Fua 3DH 18 272 0 17 May 2016
Do Deep Convolutional Nets Really Need to be Deep and Convolutional? G. Urban Krzysztof J. Geras Samira Ebrahimi Kahou Ozlem Aslan Shengjie Wang R. Caruana Abdel-rahman Mohamed Matthai Philipose Matthew Richardson 20 47 0 17 Mar 2016
Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition? Pooya Khorrami T. Paine Thomas S. Huang CVBM 21 267 0 10 Oct 2015
Dropout as data augmentation Xavier Bouthillier K. Konda Pascal Vincent Roland Memisevic 28 133 0 29 Jun 2015
Why Regularized Auto-Encoders learn Sparse Representation? Devansh Arpit Yingbo Zhou H. Ngo V. Govindaraju 45 68 0 21 May 2015
Self-Tuned Deep Super Resolution Zhangyang Wang Yingzhen Yang Zhaowen Wang Shiyu Chang Wei Han Jianchao Yang Thomas S. Huang SupR 22 69 0 22 Apr 2015
Difference Target Propagation Dong-Hyun Lee Saizheng Zhang Asja Fischer Yoshua Bengio AAML 25 346 0 23 Dec 2014
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012