Sara Sabour

Matrix capsules with EM routing

Geoffrey E. Hinton, Sara Sabour, Nicholas Frosst · International Conference on Learning Representations · 2018 · 740 citations

Mathematical Programming, Geometric Learning, Engineering +23

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling

Jonathan Shen, Patrick Nguyen, Yonghui Wu et al. · arXiv (Cornell University) · 2019 · 183 citations · Full text

Engineering, Machine Learning, Tensorflow Framework +16

Kubric: A scalable dataset generator

Klaus Greff, Francois Belletti, Lucas Beyer et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 170 citations

Artificial Intelligence, Cluster Computing, Engineering +24

Dynamic Routing Between Capsules

Sara Sabour, Nicholas Frosst, Geoffrey E. Hinton · arXiv (Cornell University) · 2017 · 88 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +18

Adversarial Manipulation of Deep Representations

Sara Sabour, Yanshuai Cao, Fartash Faghri et al. · arXiv (Cornell University) · 2015 · 67 citations · Full text

Engineering, Machine Learning, Generative Adversarial Network +13