Publications

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)

Publication date: July 31, 2016

Minimal Interaction Content Discovery in Recommender Systems

ACM Transactions on Interactive Intelligent Systems 6

Branislav Kveton, Shlomo Berkovsky

• AI & Machine Learning
• Human Computer Interaction

Publication date: July 27, 2016

Toward Animating Water with Complex Acoustic Bubbles

ACM Transactions on Graphics (Proc. of SIGGRAPH)

Tim Langlois, Changxi Zheng, Doug James

• Audio
• Graphics (2D & 3D)

Publication date: July 24, 2016

Perspective-aware Manipulation of Portrait Photos

ACM Transactions on Graphics (Proc. SIGGRAPH'16)

Ohad Fried, Eli Shechtman, Dan Goldman, Adam Finkelstein

• Computer Vision, Imaging & Video