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Eleni Triantafillou | Researchclopedia

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Eleni Triantafillou

DeepMind (United Kingdom)

19

Works

1,510

Citations

9

h-index

9

i10-index

Research Topics

Domain Adaptation and Few-Shot Learning Machine Learning and Data Classification Multimodal Machine Learning Applications

Affiliations

University of Toronto2016–2021

Aristotle University of Thessaloniki2002–2002

DeepMind (United Kingdom)2024–2024

Information Technologies Institute2002–2002

Google (United Kingdom)2024–2024

Top Works

Meta-Learning for Semi-Supervised Few-Shot Classification

Mengye Ren,Eleni Triantafillou,et al.

2018726 citations

Formal Methods in Verification

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

Eleni Triantafillou,Tyler Zhu,et al.

2019282 citations

Meta-Learning for Semi-Supervised Few-Shot Classification

Eleni Triantafillou,Hugo Larochelle,et al.

2018203 citations

Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces

Alberto Rivas,Eleni Triantafillou,et al.

201774 citations

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

Eleni Triantafillou,Tyler Zhu,et al.

201973 citations

Few-Shot Learning Through an Information Retrieval Lens

Eleni Triantafillou,Richard S. Zemel,et al.

201766 citations

Birds, bats and beyond: evaluating generalization in bioacoustics models

Bart van Merriënboer,Jenny Hamer,et al.

202430 citations

Region-based color image indexing and retrieval

Ioannis Kompatsiaris,Eleni Triantafillou,et al.

200222 citations

Towards Generalizable Sentence Embeddings

Eleni Triantafillou,Jamie Kiros,et al.

201612 citations