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 Utku Evci

Comparing Transfer and Meta Learning Approaches on a Unified Few-Shot Classification Benchmark

Apr 06, 2021
Vincent Dumoulin, Neil Houlsby, Utku Evci, Xiaohua Zhai, Ross Goroshin, Sylvain Gelly, Hugo Larochelle

  Access Paper or Ask Questions

Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win

Oct 07, 2020
Utku Evci, Yani A. Ioannou, Cem Keskin, Yann Dauphin

* sparse training, sparsity, pruning, lottery ticket hypothesis, lottery tickets, sparse initialization, initialization, deep learning, gradient flow 

  Access Paper or Ask Questions

A Practical Sparse Approximation for Real Time Recurrent Learning

Jun 12, 2020
Jacob Menick, Erich Elsen, Utku Evci, Simon Osindero, Karen Simonyan, Alex Graves

  Access Paper or Ask Questions

Rigging the Lottery: Making All Tickets Winners

Nov 25, 2019
Utku Evci, Trevor Gale, Jacob Menick, Pablo Samuel Castro, Erich Elsen

  Access Paper or Ask Questions

The Difficulty of Training Sparse Neural Networks

Jul 17, 2019
Utku Evci, Fabian Pedregosa, Aidan Gomez, Erich Elsen

* sparse networks, pruning, energy landscape, sparsity 

  Access Paper or Ask Questions

Natural Language Understanding with the Quora Question Pairs Dataset

Jul 01, 2019
Lakshay Sharma, Laura Graesser, Nikita Nangia, Utku Evci

  Access Paper or Ask Questions

Detecting Dead Weights and Units in Neural Networks

Jun 15, 2018
Utku Evci

* M.Sc. thesis 

  Access Paper or Ask Questions

Empirical Analysis of the Hessian of Over-Parametrized Neural Networks

May 07, 2018
Levent Sagun, Utku Evci, V. Ugur Guney, Yann Dauphin, Leon Bottou

* Minor update for ICLR 2018 Workshop Track presentation 

  Access Paper or Ask Questions