Deep Ensembles on a Fixed Memory Budget: One Wide Network or Several
Thinner Ones?

Deep Ensembles on a Fixed Memory Budget: One Wide Network or Several Thinner Ones?

14 May 2020

Nadezhda Chirkova

Dmitry Vetrov

Papers citing "Deep Ensembles on a Fixed Memory Budget: One Wide Network or Several Thinner Ones?"

6 / 6 papers shown

Title
Effective training-time stacking for ensembling of deep neural networks P. Proskura Alexey Zaytsev 25 6 0 27 Jun 2022
On the Effectiveness of Neural Ensembles for Image Classification with Small Datasets Lorenzo Brigato Luca Iocchi UQCV 35 0 0 29 Nov 2021
DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation Alexandre Ramé Matthieu Cord FedML 56 51 0 14 Jan 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 278 5,695 0 05 Dec 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 348 10,237 0 16 Nov 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016