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 Eleni Triantafillou

Flexible Few-Shot Learning with Contextual Similarity

Dec 10, 2020
Mengye Ren, Eleni Triantafillou, Kuan-Chieh Wang, James Lucas, Jake Snell, Xaq Pitkow, Andreas S. Tolias, Richard Zemel

* Technical report, 29 pages 

  Access Paper or Ask Questions

Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples

Mar 07, 2019
Eleni Triantafillou, Tyler Zhu, Vincent Dumoulin, Pascal Lamblin, Kelvin Xu, Ross Goroshin, Carles Gelada, Kevin Swersky, Pierre-Antoine Manzagol, Hugo Larochelle

  Access Paper or Ask Questions

Meta-Learning for Semi-Supervised Few-Shot Classification

Mar 02, 2018
Mengye Ren, Eleni Triantafillou, Sachin Ravi, Jake Snell, Kevin Swersky, Joshua B. Tenenbaum, Hugo Larochelle, Richard S. Zemel

* Published as a conference paper at ICLR 2018. 15 pages 

  Access Paper or Ask Questions

Few-Shot Learning Through an Information Retrieval Lens

Nov 14, 2017
Eleni Triantafillou, Richard Zemel, Raquel Urtasun

  Access Paper or Ask Questions