Sara Sabour

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 26

Top Topics

Pairwise Registration

Class Conditional

Unsupervised Manner

Multivariate Gaussian Distribution

Top Venues

Publications

Sara Sabour, Lily Goli, George Kopanas, Mark J. Matthews, Dmitry Lagun, Leonidas J. Guibas, Alec Jacobson, David J. Fleet, Andrea Tagliasacchi
SpotlessSplats: Ignoring Distractors in 3D Gaussian Splatting. CoRR (2024)
Sara Sabour, Suhani Vora, Daniel Duckworth, Ivan Krasin, David J. Fleet, Andrea Tagliasacchi
RobustNeRF: Ignoring Distractors with Robust Losses. CVPR (2023)
Sara Sabour, Suhani Vora, Daniel Duckworth, Ivan Krasin, David J. Fleet, Andrea Tagliasacchi
RobustNeRF: Ignoring Distractors with Robust Losses. CoRR (2023)
Lily Goli, Daniel Rebain, Sara Sabour, Animesh Garg, Andrea Tagliasacchi
nerf2nerf: Pairwise Registration of Neural Radiance Fields. ICRA (2023)
Thomas Kipf, Gamaleldin Fathy Elsayed, Aravindh Mahendran, Austin Stone, Sara Sabour, Georg Heigold, Rico Jonschkowski, Alexey Dosovitskiy, Klaus Greff
Conditional Object-Centric Learning from Video. ICLR (2022)
Lily Goli, Daniel Rebain, Sara Sabour, Animesh Garg, Andrea Tagliasacchi
nerf2nerf: Pairwise Registration of Neural Radiance Fields. CoRR (2022)
Klaus Greff, Francois Belletti, Lucas Beyer, Carl Doersch, Yilun Du, Daniel Duckworth, David J. Fleet, Dan Gnanapragasam, Florian Golemo, Charles Herrmann, Thomas Kipf, Abhijit Kundu, Dmitry Lagun, Issam H. Laradji, Hsueh-Ti Derek Liu, Henning Meyer, Yishu Miao, Derek Nowrouzezahrai, A. Cengiz Öztireli, Etienne Pot, Noha Radwan, Daniel Rebain, Sara Sabour, Mehdi S. M. Sajjadi, Matan Sela, Vincent Sitzmann, Austin Stone, Deqing Sun, Suhani Vora, Ziyu Wang, Tianhao Wu, Kwang Moo Yi, Fangcheng Zhong, Andrea Tagliasacchi
Kubric: A scalable dataset generator. CVPR (2022)
Laura Culp, Sara Sabour, Geoffrey E. Hinton
Testing GLOM's ability to infer wholes from ambiguous parts. CoRR (2022)
Klaus Greff, Francois Belletti, Lucas Beyer, Carl Doersch, Yilun Du, Daniel Duckworth, David J. Fleet, Dan Gnanapragasam, Florian Golemo, Charles Herrmann, Thomas Kipf, Abhijit Kundu, Dmitry Lagun, Issam H. Laradji, Hsueh-Ti Derek Liu, Henning Meyer, Yishu Miao, Derek Nowrouzezahrai, Cengiz Öztireli, Etienne Pot, Noha Radwan, Daniel Rebain, Sara Sabour, Mehdi S. M. Sajjadi, Matan Sela, Vincent Sitzmann, Austin Stone, Deqing Sun, Suhani Vora, Ziyu Wang, Tianhao Wu, Kwang Moo Yi, Fangcheng Zhong, Andrea Tagliasacchi
Kubric: A scalable dataset generator. CoRR (2022)
Sara Sabour, Andrea Tagliasacchi, Soroosh Yazdani, Geoffrey E. Hinton, David J. Fleet
Unsupervised Part Representation by Flow Capsules. ICML (2021)
Thomas Kipf, Gamaleldin F. Elsayed, Aravindh Mahendran, Austin Stone, Sara Sabour, Georg Heigold, Rico Jonschkowski, Alexey Dosovitskiy, Klaus Greff
Conditional Object-Centric Learning from Video. CoRR (2021)
Weiwei Sun, Andrea Tagliasacchi, Boyang Deng, Sara Sabour, Soroosh Yazdani, Geoffrey E. Hinton, Kwang Moo Yi
Canonical Capsules: Self-Supervised Capsules in Canonical Pose. NeurIPS (2021)
Sara Sabour, Andrea Tagliasacchi, Soroosh Yazdani, Geoffrey E. Hinton, David J. Fleet
Unsupervised part representation by Flow Capsules. CoRR (2020)
Weiwei Sun, Andrea Tagliasacchi, Boyang Deng, Sara Sabour, Soroosh Yazdani, Geoffrey E. Hinton, Kwang Moo Yi
Canonical Capsules: Unsupervised Capsules in Canonical Pose. CoRR (2020)
Yao Qin, Nicholas Frosst, Sara Sabour, Colin Raffel, Garrison W. Cottrell, Geoffrey E. Hinton
Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions. ICLR (2020)
Sara Sabour, William Chan, Mohammad Norouzi
Optimal Completion Distillation for Sequence Learning. ICLR (Poster) (2019)
Adam R. Kosiorek, Sara Sabour, Yee Whye Teh, Geoffrey E. Hinton
Stacked Capsule Autoencoders. NeurIPS (2019)
Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling. CoRR (2019)
Adam R. Kosiorek, Sara Sabour, Yee Whye Teh, Geoffrey E. Hinton
Stacked Capsule Autoencoders. CoRR (2019)
Yao Qin, Nicholas Frosst, Sara Sabour, Colin Raffel, Garrison W. Cottrell, Geoffrey E. Hinton
Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions. CoRR (2019)
Geoffrey E. Hinton, Sara Sabour, Nicholas Frosst
Matrix capsules with EM routing. ICLR (Poster) (2018)
Nicholas Frosst, Sara Sabour, Geoffrey E. Hinton
DARCCC: Detecting Adversaries by Reconstruction from Class Conditional Capsules. CoRR (2018)
Sara Sabour, William Chan, Mohammad Norouzi
Optimal Completion Distillation for Sequence Learning. CoRR (2018)
Sara Sabour, Nicholas Frosst, Geoffrey E. Hinton
Dynamic Routing Between Capsules. CoRR (2017)
Sara Sabour, Nicholas Frosst, Geoffrey E. Hinton
Dynamic Routing Between Capsules. NIPS (2017)
Sara Sabour, Yanshuai Cao, Fartash Faghri, David J. Fleet
Adversarial Manipulation of Deep Representations. ICLR (Poster) (2016)
Saieed Akbari, Kenta Ozeki, Alireza Rezaei, Rahmtin Rotabi, Sara Sabour
{0, 2}-Degree free spanning forests in graphs. Discret. Math. 338 (7) (2015)