Eleni Triantafillou
Eleni Triantafillou
University of Toronto, Vector Institute
在 cs.toronto.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Meta-learning for semi-supervised few-shot classification
M Ren, E Triantafillou, S Ravi, J Snell, K Swersky, JB Tenenbaum, ...
arXiv preprint arXiv:1803.00676, 2018
5122018
Meta-dataset: A dataset of datasets for learning to learn from few examples
E Triantafillou, T Zhu, V Dumoulin, P Lamblin, U Evci, K Xu, R Goroshin, ...
arXiv preprint arXiv:1903.03096, 2019
1982019
Few-shot learning through an information retrieval lens
E Triantafillou, R Zemel, R Urtasun
arXiv preprint arXiv:1707.02610, 2017
1482017
Non-deterministic planning with temporally extended goals: LTL over finite and infinite traces
A Camacho, E Triantafillou, C Muise, JA Baier, SA McIlraith
Thirty-First AAAI Conference on Artificial Intelligence, 2017
552017
Towards generalizable sentence embeddings
E Triantafillou, J Kiros, R Urtasun, R Zemel
Proceedings of the 1st Workshop on Representation Learning for NLP, 239-248, 2016
192016
A unifying framework for planning with LTL and regular expressions
E Triantafillou, J Baier, S McIlraith
MOCHAP@ ICAPS, 23-31, 2015
72015
Non-deterministic planning with temporally extended goals: Completing the story for finite and infinite LTL (amended version)
A Camacho, E Triantafillou, CJ Muise, JA Baier, SA McIlraith
KnowProS@ IJCAI, 2016
52016
Flexible Few-Shot Learning with Contextual Similarity
M Ren, E Triantafillou, KC Wang, J Lucas, J Snell, X Pitkow, AS Tolias, ...
arXiv preprint arXiv:2012.05895, 2020
22020
Learning a Universal Template for Few-shot Dataset Generalization
E Triantafillou, H Larochelle, R Zemel, V Dumoulin
arXiv preprint arXiv:2105.07029, 2021
12021
Out-of-distribution Detection in Few-shot Classification
KC Wang, P Vicol, E Triantafillou, CC Liu, R Zemel
12019
Few-shot learning for free by modelling global class structure
X Li, W Grathwohl, E Triantafillou, D Duvenaud, R Zemel
2nd Workshop on Meta-Learning at NeurIPS, 2018
12018
Learning Flexible Classifiers with Shot-CONditional Episodic (SCONE) Training
E Triantafillou, V Dumoulin, H Larochelle, R Zemel
2020
Exploring representation learning for flexible few-shot tasks
M Ren, E Triantafillou, KC Wang, J Lucas, J Snell, X Pitkow, AS Tolias, ...
2020
Few-shot Out-of-Distribution Detection
KC Wang, P Vicol, E Triantafillou, R Zemel
Appendix for Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples
E Triantafillou, T Zhu, V Dumoulin, P Lamblin, K Xu, R Goroshin, ...
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