Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Marcus A. Brubaker

Manifold Density Estimation via Generalized Dequantization


Feb 14, 2021
James A. Brofos, Marcus A. Brubaker, Roy R. Lederman


  Access Paper or Ask Questions

HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms


Nov 23, 2020
Mahmoud Afifi, Marcus A. Brubaker, Michael S. Brown


  Access Paper or Ask Questions

Wavelet Flow: Fast Training of High Resolution Normalizing Flows


Oct 26, 2020
Jason J. Yu, Konstantinos G. Derpanis, Marcus A. Brubaker

* Manuscript appendix images compressed with JPEG to meet arXiv size limits. Visit the project page for PNG versions: https://yorkucvil.github.io/Wavelet-Flow 

  Access Paper or Ask Questions

Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows


Feb 24, 2020
Ruizhi Deng, Bo Chang, Marcus A. Brubaker, Greg Mori, Andreas Lehrmann


  Access Paper or Ask Questions

Variational Hyper RNN for Sequence Modeling


Feb 24, 2020
Ruizhi Deng, Yanshuai Cao, Bo Chang, Leonid Sigal, Greg Mori, Marcus A. Brubaker


  Access Paper or Ask Questions

Normalizing Flows: Introduction and Ideas


Aug 25, 2019
Ivan Kobyzev, Simon Prince, Marcus A. Brubaker


  Access Paper or Ask Questions

Noise Flow: Noise Modeling with Conditional Normalizing Flows


Aug 22, 2019
Abdelrahman Abdelhamed, Marcus A. Brubaker, Michael S. Brown


  Access Paper or Ask Questions

Walking on Thin Air: Environment-Free Physics-based Markerless Motion Capture


Dec 04, 2018
Micha Livne, Leonid Sigal, Marcus A. Brubaker, David J. Fleet

* 8 pages, 9 figures, accepted to CRV 2018 (Conference on Computer and Robot Vision) 

  Access Paper or Ask Questions

Two-Stream Convolutional Networks for Dynamic Texture Synthesis


Apr 12, 2018
Matthew Tesfaldet, Marcus A. Brubaker, Konstantinos G. Derpanis

* In proc. CVPR 2018. Full results available at https://ryersonvisionlab.github.io/two-stream-projpage/ 

  Access Paper or Ask Questions

Find your Way by Observing the Sun and Other Semantic Cues


Jun 23, 2016
Wei-Chiu Ma, Shenlong Wang, Marcus A. Brubaker, Sanja Fidler, Raquel Urtasun


  Access Paper or Ask Questions

Building Proteins in a Day: Efficient 3D Molecular Reconstruction


Apr 14, 2015
Marcus A. Brubaker, Ali Punjani, David J. Fleet

* To be presented at IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015 

  Access Paper or Ask Questions

Microscopic Advances with Large-Scale Learning: Stochastic Optimization for Cryo-EM


Jan 27, 2015
Ali Punjani, Marcus A. Brubaker

* Presented at NIPS 2014 Workshop on Machine Learning in Computational Biology http://mlcb.org 

  Access Paper or Ask Questions

Efficient Optimization for Sparse Gaussian Process Regression


Nov 11, 2013
Yanshuai Cao, Marcus A. Brubaker, David J. Fleet, Aaron Hertzmann

* To appear in NIPS 2013 

  Access Paper or Ask Questions