Multimodality in meta-learning: A comprehensive survey

Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

Chelsea Finn, Pieter Abbeel, Sergey Levine · arXiv (Cornell University) · 2017 · 5.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Dimensionality Reduction by Learning an Invariant Mapping

Raia Hadsell, Sumit Chopra, Yann LeCun · 2006 · 5.2K citations · Full text

Computing, Computer Science, Computational Geometry +14

Prototypical Networks for Few-shot Learning

Jake Snell, Kevin Swersky, Richard S. Zemel · arXiv (Cornell University) · 2017 · 5.2K citations · Full text

Computing, Computer Science, Computer Vision +13

Wasserstein Generative Adversarial Networks

Martín Arjovsky, Soumith Chintala, Léon Bottou · International Conference on Machine Learning · 2017 · 5K citations

Computing, Computer Science, Artificial Intelligence +6

Multimodal Machine Learning: A Survey and Taxonomy

Tadas Baltrušaitis, Chaitanya Ahuja, Louis‐Philippe Morency · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 4.2K citations

Computing, Computer Science, Computer Vision +13