Sara Sabour

11 papers · 2017–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (23) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🏃 Academic Marathon (8) 🧬 Topic Evolution 👥 Mega-Team (34) 💎 Century Club (11) 🚀 Conference Pioneer 🔥 Unstoppable (7)

Conferences

ICLR (4) NIPS (3) CVPR (2) ICCV (1) ICML (1)

Top co-authors

Andrea Tagliasacchi (5) Geoffrey E. Hinton (3) Nicholas Frosst (3) David J. Fleet (3) Suhani Vora (2) Dmitry Lagun (2) Austin Stone (2) Soroosh Yazdani (2) Thomas Kipf (2) Klaus Greff (2)

Keywords

capsule network (4) object recognition (2) robust optimization (1) pose estimation (1) computer vision (1) self-supervised learning (1) data annotation (1) structure from motion (1) image reconstruction (1) scene reconstruction (1) dynamic routing (1) flow matching (1) distributed computing (1) synthetic data generation (1) outlier detection (1) motion segmentation (1) unsupervised classification (1) optical flow (1) outlier handling (1) convolutional network (1)

Papers

RoMo: Robust Motion Segmentation Improves Structure from Motion ICCV 2025

RobustNeRF: Ignoring Distractors With Robust Losses CVPR 2023

Conditional Object-Centric Learning from Video ICLR 2022

Kubric: A Scalable Dataset Generator CVPR 2022

Unsupervised Part Representation by Flow Capsules ICML 2021

Canonical Capsules: Self-Supervised Capsules in Canonical Pose NIPS 2021

Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions ICLR 2020

Optimal Completion Distillation for Sequence Learning ICLR 2019

Stacked Capsule Autoencoders NIPS 2019

Matrix capsules with EM routing ICLR 2018

Dynamic Routing Between Capsules NIPS 2017