Publications

Publication date: October 1, 2016

Stochastic Video Prediction with Conditional Density Estimation

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

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

• AI & Machine Learning

Publication date: September 26, 2016

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

In the Proceedings of 35th Symposium on Reliable Distributed Systems (SRDS)

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

• Systems & Languages

Publication date: September 19, 2016

Graphical Model Sketch

European Conference on Machine Learning and Knowledge Discovery in Databases

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

• AI & Machine Learning
• Data Intelligence

Publication date: September 12, 2016

Top-down Neural Attention by Excitation Backprop

European Conference on Computer Vision (ECCV)

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

• AI & Machine Learning
• Computer Vision, Imaging & Video

Publication date: September 10, 2016

Improving patient cohort identification using natural language processing

Secondary Analysis of Electronic Health Records (pp 405-417)

Raymond Francis Sarmiento, Franck Dernoncourt

• AI & Machine Learning
• Natural Language Processing

Publication date: September 10, 2016

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

Secondary Analysis of Electronic Health Records (pp 275-283)

Anuj Mehta, Franck Dernoncourt, Allan Walkey

Publication date: September 10, 2016

Data Preparation for Secondary Analysis of Electronic Health Records

Secondary Analysis of Electronic Health Records (pp 101-114)

Tom Pollard, Franck Dernoncourt, Samuel Finlayson, Adrian Velasquez

Publication date: September 10, 2016

Hyperparameter selection

Secondary Analysis of Electronic Health Records (pp 419-427)

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

• AI & Machine Learning

Publication date: September 1, 2016

EyeOpener: Editing Eyes in the Wild

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

Zhixin Shu, Eli Shechtman, Dimitris Samaras, Sunil Hadap

• Computer Vision, Imaging & Video

Publication date: August 10, 2016

Patterns and Sequences: Interactive Exploration of Clickstreams to Understand Common Visitor Paths

IEEE Transactions on Visualization and Computer Graphics (Volume: 23, Issue 1)

Leo Zhicheng Liu, Yang Wang, Mira Dontcheva, Matthew Hoffman, Seth Walker, Alan Wilson

• Data Intelligence
• Human Computer Interaction

Publication date: August 8, 2016

Data-Driven Guides: Supporting Expressive Design for Information Graphics

IEEE Transactions on Visualization and Computer Graphics (Volume: 23, Issue 1)

Nam Wook Kim, Eston Schweickart, Leo Zhicheng Liu, Mira Dontcheva, Wilmot Li, Jovan Popović, Hanspeter Pfister

• Human Computer Interaction

Publication date: August 3, 2016

Shape synthesis from sketches via procedural models and convolutional networks

IEEE Transactions on Visualization and Computer Graphics

Haibin Huang, Evangelis Kalogerakis, Ersin Yumer, Radomír Měch

• AI & Machine Learning
• Graphics (2D & 3D)

Publication date: August 3, 2016

Acoustic Voxels: Computational Optimization of Modular Acoustic Filters

ACM Transactions on Graphics (SIGGRAPH)

Dingzeyu Li, David I.W. Levin, Wojciech Matusik, Changxi Zheng

• Audio
• Graphics (2D & 3D)

Publication date: August 3, 2016

Interactive Acoustic Transfer Approximation for Modal Sound

ACM Transactions on Graphics (presented at SIGGRAPH)

Dingzeyu Li, Yun Fei, Changxi Zheng

• Audio
• Graphics (2D & 3D)

Publication date: August 1, 2016

Artist-Directed Dynamics for 2D Animation

ACM Transactions on Graphics (SIGGRAPH 2016)

Yunfei Bai, Danny Kaufman, C. Karen Liu, Jovan Popović

• Graphics (2D & 3D)

Publication date: August 1, 2016

StyLit: Illumination-Guided Example-Based Stylization of 3D Renderings

ACM Transactions on Graphics (Proc. of SIGGRAPH 2016)

Jakub Fišer, Ondřej Jamriška, Michal Lukáč, Eli Shechtman, Paul Asente, Jingwan (Cynthia) Lu, Daniel Sýkora

• Computer Vision, Imaging & Video
• Graphics (2D & 3D)

Publication date: August 1, 2016

Physics-driven Pattern Adjustment for Direct 3D Garment Editing

ACM Transactions on Graphics (SIGGRAPH 2016)

Aric Bartle, Alla Sheffer, Vladimir Kim, Danny Kaufman, Nicholas Vining, Floraine Berthouzoz

• Graphics (2D & 3D)
• Human Computer Interaction

Publication date: August 1, 2016

Entropic Metric Alignment for Correspondence Problems

SIGGRAPH

Justin Solomon, Gabriel Peyre, Vladimir Kim, Suvrit Sra

• Graphics (2D & 3D)

Publication date: August 1, 2016

Regularized Policy Iteration for Nonparametric Function Spaces

Journal of Machine Learning Research (JMLR), 17(139):1-66, 2016

Amir massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvari, Shie Mannor

• AI & Machine Learning

Publication date: August 1, 2016

CustomCut: On-demand Extraction of Customized 3D Parts with 2D Sketches

SGP

Xuekun Guo, Juncong Lin, Kai Xu, Siddhartha Chaudhuri, Xiaogang Jin

• Graphics (2D & 3D)