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Marcus A Brubaker
Marcus A Brubaker
Sonstige NamenMarcus Brubaker
Research Scientist, Google DeepMind; Associate Prof, York University; Affiliate, Vector Institute
Bestätigte E-Mail-Adresse bei yorku.ca - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Stan: a probabilistic programming language
B Carpenter, A Gelman, M Hoffman, D Lee, B Goodrich, M Betancourt, ...
Journal of Statistical Software 76 (1), 2017
84162017
cryoSPARC: algorithms for rapid unsupervised cryo-EM structure determination
A Punjani, JL Rubinstein, DJ Fleet, MA Brubaker
Nature Methods 14 (3), 290, 2017
68912017
Normalizing Flows: An Introduction and Review of Current Methods
I Kobyzev, S Prince, MA Brubaker
IEEE Transactions of Pattern Analysis and Machine Intelligence (PAMI), 2020
15712020
Time2vec: Learning a vector representation of time
SM Kazemi, R Goel, S Eghbali, J Ramanan, J Sahota, S Thakur, S Wu, ...
arXiv preprint arXiv:1907.05321, 2019
4472019
Diachronic embedding for temporal knowledge graph completion
R Goel, SM Kazemi, MA Brubaker, P Poupart
AAAI Conference on Artificial Intelligence, 2020
3982020
Alignment of cryo-EM movies of individual particles by optimization of image translations
JL Rubinstein, MA Brubaker
Journal of Structural Biology 192 (2), 188-195, 2014
3172014
Lost! Leveraging the Crowd for Probabilistic Visual Self-Localization
MA Brubaker, A Geiger, R Urtasun
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013
2032013
Noise Flow: Noise Modeling with Conditional Normalizing Flows
A Abdelhamed, MA Brubaker, MS Brown
IEEE International Conference on Computer Vision (ICCV), 2019
1982019
Map-Based Probabilistic Visual Self-Localization
M Brubaker, A Geiger, R Urtasun
IEEE Transactions on Pattern Analysis and Machine Intelligence 38 (4), 652-665, 2015
1602015
The Stan math library: Reverse-mode automatic differentiation in C++
B Carpenter, MD Hoffman, M Brubaker, D Lee, P Li, M Betancourt
arXiv preprint arXiv:1509.07164, 2015
1512015
Physics-based person tracking using the anthropomorphic walker
MA Brubaker, DJ Fleet, A Hertzmann
International Journal of Computer Vision 87 (1), 140-155, 2010
1382010
HistoGAN: Controlling colors of GAN-generated and real images via color histograms
M Afifi, MA Brubaker, MS Brown
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
1352021
Estimating contact dynamics
MA Brubaker, L Sigal, DJ Fleet
IEEE International Conference on Computer Vision (ICCV), 2389-2396, 2009
1332009
On the Effectiveness of Low Frequency Perturbations
Y Sharma, GW Ding, MA Brubaker
International Joint Conferences on Artificial Intelligence (IJCAI), 2019
1302019
A Family of MCMC Methods on Implicitly Defined Manifolds
MA Brubaker, M Salzmann, R Urtasun
International Conference on Artificial Intelligence and Statistics (AISTATS), 2012
1232012
SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting with Neural Radiance Fields
A Mirzaei, T Aumentado-Armstrong, KG Derpanis, J Kelly, MA Brubaker, ...
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
1192023
The kneed walker for human pose tracking
MA Brubaker, DJ Fleet
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1-8, 2008
932008
Physics-based person tracking using simplified lower-body dynamics
MA Brubaker, DJ Fleet, A Hertzmann
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1-8, 2007
912007
Efficient optimization for sparse Gaussian process regression
Y Cao, MA Brubaker, DJ Fleet, A Hertzmann
Advances in Neural Information Processing Systems 26, 2013
742013
Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows
R Deng, B Chang, MA Brubaker, G Mori, A Lehrmann
Neural Information Processing Systems (NeurIPS), 2020
672020
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