Publications

October 8, 2016 European Conference on Computer Vision 2016

Shading-aware Multi-view Stereo

Fabian Langguth, Kalyan Sunkavalli, Sunil Hadap, Michael Goesele

October 1, 2016 Workshop on “Action and Anticipation for Visual Learning”, Fourteenth European Conference on Computer Vision (ECCV-2016), Amsterdam, The Netherlands, October, 2016.

Stochastic Video Prediction with Conditional Density Estimation

Rui Shu, James Brofos, Frank Zhang, Hung Bui, Mohammad Ghavamzadeh, Mykel Kochenderfer

September 26, 2016 In the Proceedings of 35th Symposium on Reliable Distributed Systems (SRDS)

Sirius: Neural Network Based Probabilistic Assertions for Detecting Silent Data Corruption in Parallel Programs

Tara Thomas, Anmol J. Bhattad, Subrata Mitra, Saurabh Bagchi

September 19, 2016 European Conference on Machine Learning and Knowledge Discovery in Databases

Graphical Model Sketch

Branislav Kveton, Hung Bui, Mohammad Ghavamzadeh, Georgios Theocharous, S. Muthukrishnan, Siqi Sun

September 12, 2016 European Conference on Computer Vision (ECCV)

Top-down Neural Attention by Excitation Backprop

Jianming Zhang, Zhe Lin, Jonathan Brandt, Xiaohui Shen, Stan Sclaroff, Zhang

September 10, 2016 Secondary Analysis of Electronic Health Records (pp 405-417)

Improving patient cohort identification using natural language processing

Raymond Francis Sarmiento, Franck Dernoncourt

September 10, 2016 Secondary Analysis of Electronic Health Records (pp 275-283)

Trend Analysis: Evolution of Tidal Volume Over Time for Patients Receiving Invasive Mechanical Ventilation

Anuj Mehta, Franck Dernoncourt, Allan Walkey

September 10, 2016 Secondary Analysis of Electronic Health Records (pp 101-114)

Data Preparation for Secondary Analysis of Electronic Health Records

Tom Pollard, Franck Dernoncourt, Samuel Finlayson, Adrian Velasquez

September 10, 2016 Secondary Analysis of Electronic Health Records (pp 419-427)

Hyperparameter selection

Franck Dernoncourt, Shamim Nemati, Elias Baedorf Kassis, Mohammad Mahdi Ghassemi

September 1, 2016 ACM Transactions on Graphics (TOG'16), Volume 36, Issue 1

EyeOpener: Editing Eyes in the Wild

Zhixin Shu, Eli Shechtman, Dimitris Samaras, Sunil Hadap