Sara Sabour
Google (United States)(US)University of Toronto(CA)
Publications by Year
Research Areas
Advanced Neural Network Applications, Generative Adversarial Networks and Image Synthesis, Adversarial Robustness in Machine Learning, Advanced Vision and Imaging, 3D Shape Modeling and Analysis
Most-Cited Works
- Matrix capsules with EM routing(2018)
- → Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling(2019)183 cited
- → Kubric: A scalable dataset generator(2022)173 cited
- → Dynamic Routing Between Capsules(2017)88 cited
- → Adversarial Manipulation of Deep Representations(2015)67 cited
- → RobustNeRF: Ignoring Distractors with Robust Losses(2023)49 cited
- → Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions(2019)37 cited
- → Stacked Capsule Autoencoders(2019)36 cited
- → Canonical Capsules: Self-Supervised Capsules in Canonical Pose(2020)36 cited
- → DARCCC: Detecting Adversaries by Reconstruction from Class Conditional Capsules(2018)35 cited