Eleni Triantafillou
DeepMind (United Kingdom)(GB)Google (United Kingdom)(GB)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Machine Learning and Data Classification, Multimodal Machine Learning Applications, Topic Modeling, Formal Methods in Verification
Most-Cited Works
- → Meta-Learning for Semi-Supervised Few-Shot Classification(2018)726 cited
- → Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few\n Examples(2019)282 cited
- → Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces(2017)74 cited
- → Few-Shot Learning Through an Information Retrieval Lens(2017)66 cited
- → Birds, bats and beyond: evaluating generalization in bioacoustics models(2024)30 cited
- → Region-based color image indexing and retrieval(2002)22 cited
- → Towards Generalizable Sentence Embeddings(2016)12 cited
- → Learning a Universal Template for Few-shot Dataset Generalization(2021)9 cited