Stan: a probabilistic programming language B Carpenter, A Gelman, M Hoffman, D Lee, B Goodrich, M Betancourt, ... Journal of Statistical Software 76 (1), 2017 | 7726 | 2017 |
cryoSPARC: algorithms for rapid unsupervised cryo-EM structure determination A Punjani, JL Rubinstein, DJ Fleet, MA Brubaker Nature Methods 14 (3), 290, 2017 | 5662 | 2017 |
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 | 1283 | 2020 |
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 | 344 | 2019 |
Diachronic embedding for temporal knowledge graph completion R Goel, SM Kazemi, MA Brubaker, P Poupart AAAI Conference on Artificial Intelligence, 2020 | 341 | 2020 |
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 | 278 | 2014 |
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 | 200 | 2013 |
Noise Flow: Noise Modeling with Conditional Normalizing Flows A Abdelhamed, MA Brubaker, MS Brown IEEE International Conference on Computer Vision (ICCV), 2019 | 171 | 2019 |
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 | 152 | 2015 |
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 | 139 | 2015 |
Physics-based person tracking using the anthropomorphic walker MA Brubaker, DJ Fleet, A Hertzmann International Journal of Computer Vision 87 (1), 140-155, 2010 | 136 | 2010 |
Estimating contact dynamics MA Brubaker, L Sigal, DJ Fleet IEEE International Conference on Computer Vision (ICCV), 2389-2396, 2009 | 132 | 2009 |
On the Effectiveness of Low Frequency Perturbations Y Sharma, GW Ding, MA Brubaker International Joint Conferences on Artificial Intelligence (IJCAI), 2019 | 117 | 2019 |
A Family of MCMC Methods on Implicitly Defined Manifolds MA Brubaker, M Salzmann, R Urtasun International Conference on Artificial Intelligence and Statistics (AISTATS), 2012 | 115 | 2012 |
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 | 112 | 2021 |
The kneed walker for human pose tracking MA Brubaker, DJ Fleet IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1-8, 2008 | 93 | 2008 |
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 | 90 | 2007 |
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 | 77 | 2023 |
Efficient optimization for sparse Gaussian process regression Y Cao, MA Brubaker, DJ Fleet, A Hertzmann Advances in Neural Information Processing Systems 26, 2013 | 73 | 2013 |
Two-Stream Convolutional Networks for Dynamic Texture Synthesis M Tesfaldet, MA Brubaker, KG Derpanis IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 6703-6712, 2018 | 60 | 2018 |