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Eleni Triantafillou

Meta-Learning for Semi-Supervised Few-Shot Classification
2018 · Ren, Mengye, Triantafillou, Eleni, et al. · arXiv (Cornell University) · 892
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Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples
2019 · Triantafillou, Eleni, Zhu, Tyler, et al. · arXiv (Cornell University) · 366
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Meta-Learning for Semi-Supervised Few-Shot Classification
2018 · Eleni Triantafillou, Hugo Larochelle, et al. · arXiv (Cornell University) · 176
Few-Shot Learning Through an Information Retrieval Lens
2017 · Triantafillou, Eleni, Zemel, Richard, et al. · arXiv (Cornell University) · 173
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Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces
2017 · Alberto Camacho, Eleni Triantafillou, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 76
Towards Unbounded Machine Unlearning
2023 · Meghdad Kurmanji, Peter Triantafillou, et al. · neural information processing systems · 60
Learning a Universal Template for Few-shot Dataset Generalization
2021 · Triantafillou, Eleni, Larochelle, Hugo, et al. · arXiv (Cornell University) · 42
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Birds, bats and beyond: evaluating generalization in bioacoustics models
2024 · Bart van Merriënboer, Jenny Hamer, et al. · Frontiers in Bird Science · 37
Region-based color image indexing and retrieval
2002 · I. Kompatsiaris, E. Triantafillou, et al. · Proceedings - International Conference on Image Processing · 22
Towards Generalizable Sentence Embeddings
2016 · Eleni Triantafillou, Jamie Ryan Kiros, et al. · Workshop on Representation Learning for NLP (RepL4NLP) · 11
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BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics
2023 · Hamer, Jenny, Triantafillou, Eleni, et al. · arXiv (Cornell University) · 6
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Flexible Few-Shot Learning with Contextual Similarity.
2020 · Mengye Ren, Eleni Triantafillou, et al. · arXiv (Cornell University) · 3
Out-of-distribution Detection in Few-shot Classification
2019 · Kuan-Chieh Wang, Paul Vicol, et al. · 3
Non-Deterministic Planning with Temporally Extended Goals: Completing the Story for Finite and Infinite LTL (Amended Version).
2016 · Alberto Rivas, Eleni Triantafillou, et al. · International Joint Conference on Artificial Intelligence · 2
Learning Flexible Classifiers with Shot-CONditional Episodic (SCONE) Training
2021 · Eleni Triantafillou, Vincent Dumoulin, et al. · 1
Is your algorithm unlearning or untraining?
2026 · Triantafillou, Eleni, Humayun, Ahmed Imtiaz, et al. · arXiv (Cornell University)
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Detoxifying LLMs via Representation Erasure-Based Preference Optimization
2026 · Sepahvand, Nazanin Mohammadi, Triantafillou, Eleni, et al. · arXiv (Cornell University)
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Redirection for Erasing Memory (REM): Towards a universal unlearning method for corrupted data
2026 · Schöpf, Stefan, Mozer, Michael, et al. · Apollo (University of Cambridge)
Step-resolved data attribution for looped transformers
2026 · Kaissis, Georgios, Mildenberger, David, et al. · arXiv (Cornell University)
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Position: Capability Control Should be a Separate Goal From Alignment
2026 · Siddiqui, Shoaib Ahmed, Triantafillou, Eleni, et al. · arXiv (Cornell University)
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Hair-Trigger Alignment: Black-Box Evaluation Cannot Guarantee Post-Update Alignment
2026 · Bakman, Yavuz, Yaldiz, Duygu Nur, et al. · arXiv (Cornell University)
Hair-Trigger Alignment: Black-Box Evaluation Cannot Guarantee Post-Update Alignment
2026 · Bakman, Yavuz, Yaldiz, Duygu Nur, et al. · arXiv (Cornell University)
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Improved Localized Machine Unlearning Through the Lens of Memorization
2024 · Torkzadehmahani, Reihaneh, Nasirigerdeh, Reza, et al. · arXiv (Cornell University)
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Data Selection for Transfer Unlearning
2024 · Sepahvand, Nazanin Mohammadi, Dumoulin, Vincent, et al. · arXiv (Cornell University)
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Exploring representation learning for flexible few-shot tasks
2021 · Mengye Ren, Eleni Triantafillou, et al.
Works count: 26
Citation count: 1,869
H-index: 10
I10-index: 10
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