| Optimization as a model for few-shot learning S Ravi, H Larochelle International conference on learning representations, 2016 | 3500 | 2016 |
| 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 | 1471 | 2018 |
| Amortized bayesian meta-learning S Ravi, A Beatson International Conference on Learning Representations, 2018 | 150 | 2018 |
| Perceptual grouping in vision-language models K Ranasinghe, B McKinzie, S Ravi, Y Yang, A Toshev, J Shlens arXiv preprint arXiv:2210.09996, 2022 | 35* | 2022 |
| Meta-learning for batch mode active learning S Ravi, H Larochelle | 34 | 2018 |
| Infinite dimensional word embeddings E Nalisnick, S Ravi | 18* | 2017 |
| Privacy-preserving learning via deep net pruning Y Huang, Y Su, S Ravi, Z Song, S Arora, K Li arXiv preprint arXiv:2003.01876, 2020 | 15 | 2020 |
| Few-Shot Distribution Learning for Music Generation H Larochelle, C Finn, S Ravi | | |
