Normalizing Flows: An Introduction and Review of Current Methods
Kobyzev, Ivan, Prince, Simon J.D., Brubaker, Marcus A.
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2021)
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2021)
Get full text
Journal Article
cryoSPARC: algorithms for rapid unsupervised cryo-EM structure determination
Punjani, Ali, Rubinstein, John L, Fleet, David J, Brubaker, Marcus A
Published in Nature methods (01.03.2017)
Published in Nature methods (01.03.2017)
Get full text
Journal Article
Efficient Optimization for Sparse Gaussian Process Regression
Yanshuai Cao, Brubaker, Marcus A., Fleet, David J., Hertzmann, Aaron
Published in IEEE transactions on pattern analysis and machine intelligence (01.12.2015)
Published in IEEE transactions on pattern analysis and machine intelligence (01.12.2015)
Get full text
Journal Article
Map-Based Probabilistic Visual Self-Localization
Brubaker, Marcus A., Geiger, Andreas, Urtasun, Raquel
Published in IEEE transactions on pattern analysis and machine intelligence (01.04.2016)
Published in IEEE transactions on pattern analysis and machine intelligence (01.04.2016)
Get full text
Journal Article
Stan: A Probabilistic Programming Language
Carpenter, Bob, Gelman, Andrew, Hoffman, Matthew D, Lee, Daniel, Goodrich, Ben, Betancourt, Michael, Brubaker, Marcus A, Guo, Jiqiang, Li, Peter, Riddell, Allen
Published in Grantee Submission (2017)
Published in Grantee Submission (2017)
Get full text
Journal Article
Physics-Based Person Tracking Using the Anthropomorphic Walker
Brubaker, Marcus A., Fleet, David J., Hertzmann, Aaron
Published in International journal of computer vision (01.03.2010)
Published in International journal of computer vision (01.03.2010)
Get full text
Journal Article
Lost! Leveraging the Crowd for Probabilistic Visual Self-Localization
Brubaker, Marcus A., Geiger, Andreas, Urtasun, Raquel
Published in 2013 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2013)
Published in 2013 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2013)
Get full text
Conference Proceeding
Noise2NoiseFlow: Realistic Camera Noise Modeling without Clean Images
Maleky, Ali, Kousha, Shayan, Brown, Michael S., Brubaker, Marcus A.
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Get full text
Conference Proceeding
Modeling sRGB Camera Noise with Normalizing Flows
Kousha, Shayan, Maleky, Ali, Brown, Michael S., Brubaker, Marcus A.
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Get full text
Conference Proceeding
Auto White-Balance Correction for Mixed-Illuminant Scenes
Afifi, Mahmoud, Brubaker, Marcus A., Brown, Michael S.
Published in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2022)
Published in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2022)
Get full text
Conference Proceeding
SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting with Neural Radiance Fields
Mirzaei, Ashkan, Aumentado-Armstrong, Tristan, Derpanis, Konstantinos G., Kelly, Jonathan, Brubaker, Marcus A., Gilitschenski, Igor, Levinshtein, Alex
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Get full text
Conference Proceeding
Building proteins in a day: Efficient 3D molecular reconstruction
Brubaker, Marcus A., Punjani, Ali, Fleet, David J.
Published in 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2015)
Published in 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2015)
Get full text
Conference Proceeding