Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Aidan N. Gomez

Prioritized training on points that are learnable, worth learning, and not yet learned

Jul 06, 2021
Sören Mindermann, Muhammed Razzak, Winnie Xu, Andreas Kirsch, Mrinank Sharma, Adrien Morisot, Aidan N. Gomez, Sebastian Farquhar, Jan Brauner, Yarin Gal

* ICML 2021 Workshop on Subset Selection in Machine Learning 

  Access Paper or Ask Questions

Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning

Jun 04, 2021
Jannik Kossen, Neil Band, Clare Lyle, Aidan N. Gomez, Tom Rainforth, Yarin Gal

* First two authors contributed equally 

  Access Paper or Ask Questions

Robustness to Pruning Predicts Generalization in Deep Neural Networks

Mar 10, 2021
Lorenz Kuhn, Clare Lyle, Aidan N. Gomez, Jonas Rothfuss, Yarin Gal

  Access Paper or Ask Questions

Interlocking Backpropagation: Improving depthwise model-parallelism

Oct 08, 2020
Aidan N. Gomez, Oscar Key, Stephen Gou, Nick Frosst, Jeff Dean, Yarin Gal

  Access Paper or Ask Questions

SliceOut: Training Transformers and CNNs faster while using less memory

Jul 21, 2020
Pascal Notin, Aidan N. Gomez, Joanna Yoo, Yarin Gal

  Access Paper or Ask Questions

Wat zei je? Detecting Out-of-Distribution Translations with Variational Transformers

Jun 08, 2020
Tim Z. Xiao, Aidan N. Gomez, Yarin Gal

* 19 pages, 9 figures 

  Access Paper or Ask Questions

A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks

Dec 22, 2019
Angelos Filos, Sebastian Farquhar, Aidan N. Gomez, Tim G. J. Rudner, Zachary Kenton, Lewis Smith, Milad Alizadeh, Arnoud de Kroon, Yarin Gal

  Access Paper or Ask Questions

Learning Sparse Networks Using Targeted Dropout

Jun 05, 2019
Aidan N. Gomez, Ivan Zhang, Kevin Swersky, Yarin Gal, Geoffrey E. Hinton

  Access Paper or Ask Questions

Tensor2Tensor for Neural Machine Translation

Mar 16, 2018
Ashish Vaswani, Samy Bengio, Eugene Brevdo, Francois Chollet, Aidan N. Gomez, Stephan Gouws, Llion Jones, Łukasz Kaiser, Nal Kalchbrenner, Niki Parmar, Ryan Sepassi, Noam Shazeer, Jakob Uszkoreit

* arXiv admin note: text overlap with arXiv:1706.03762 

  Access Paper or Ask Questions

Unsupervised Cipher Cracking Using Discrete GANs

Jan 15, 2018
Aidan N. Gomez, Sicong Huang, Ivan Zhang, Bryan M. Li, Muhammad Osama, Lukasz Kaiser

  Access Paper or Ask Questions

Attention Is All You Need

Dec 06, 2017
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin

* 15 pages, 5 figures 

  Access Paper or Ask Questions

The Reversible Residual Network: Backpropagation Without Storing Activations

Jul 14, 2017
Aidan N. Gomez, Mengye Ren, Raquel Urtasun, Roger B. Grosse

  Access Paper or Ask Questions

One Model To Learn Them All

Jun 16, 2017
Lukasz Kaiser, Aidan N. Gomez, Noam Shazeer, Ashish Vaswani, Niki Parmar, Llion Jones, Jakob Uszkoreit

  Access Paper or Ask Questions

Depthwise Separable Convolutions for Neural Machine Translation

Jun 16, 2017
Lukasz Kaiser, Aidan N. Gomez, Francois Chollet

  Access Paper or Ask Questions