Publications

Publication date: December 16, 2016

Optimizing Neural Network Hyperparameters with Gaussian Processes for Dialog Act Classification

IEEE Spoken Lanuage Technology 2016

Franck Dernoncourt, Ji Young Lee

• AI & Machine Learning
• Natural Language Processing

Publication date: December 12, 2016

Layer-based disparity adjustment in stereoscopic 3D media

CVMP 2016 Proceedings of the 13th European Conference on Visual Media Production

Lesley Istead, Paul Asente, Craig S. Kaplan

• Computer Vision, Imaging & Video

Publication date: December 11, 2016

Feature-Augmented Neural Networks for Patient Note De-identification

COLING Clinical NLP 2016

Ji Young Lee, Franck Dernoncourt, Ozlem Uzuner, Peter Szolovits

• AI & Machine Learning
• Natural Language Processing

Publication date: December 5, 2016

A posteriori error bounds for joint matrix decomposition problems

30th Annual Conference on Neural Information Processing Systems (NIPS)

Nicolo Colombo, Nikos Vlassis

• AI & Machine Learning
• Data Intelligence

Publication date: December 2, 2016

Crumpling Sound Synthesis

ACM Transactions on Graphics (SIGGRAPH Asia)

Gabriel Cirio, Dingzeyu Li, Eitan Grinspun, Miguel A. Otaduy, Changxi Zheng

• Audio
• Graphics (2D & 3D)

Publication date: December 1, 2016

A Scalable Active Framework for Region Annotation in 3D Shape Collections

ACM Transactions on Graphics (Proceedings SIGGRAPH Asia)

Li Yi, Vladimir Kim, Duygu Ceylan, I-Chao Shen, Mengyan Yan, Hao Su, Cewu Lu, Qixing Huang, Alla Sheffer, Leonidas Guibas

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

Publication date: December 1, 2016

Safe Policy Improvement by Minimizing Robust Baseline Regret

Thirtieth Annual Conference on Advances in Neural Information Processing Systems (NIPS-2016), 2016.

Marek Petrik, Mohammad Ghavamzadeh, Yinlam Chow

• AI & Machine Learning

Publication date: December 1, 2016

SURGE: Surface Regularized Geometry Estimation from a Single Image

Conference on Neural Information Processing Systems

Peng Wang, Bryan Russell, Xiaohui Shen, Scott Cohen, Brian Price, Alan Yuille

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

Publication date: November 26, 2016

Removing Shadows from Images of Documents

Asian Conference on Computer Vision (ACCV) 2016

Steve Bako, Soheil Darabi, Eli Shechtman, Jue Wang, Kalyan Sunkavalli, Pradeep Sen

• Computer Vision, Imaging & Video

Publication date: November 21, 2016

Modeling Stylized Character Expressions via Deep Learning

Asian Conference on Computer Vision (ACCV)

Deepali Aneja, Alex Colburn, Gary Faigin, Linda Shapiro, Barbara Mones

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

Publication date: November 9, 2016

Generating Multiple Diverse Summaries

17th International Conference on Web Information Systems Engineering

Natwar Modani, Balaji Vasan Srinivasan, Harsh Jhamtani

• AI & Machine Learning
• Content Intelligence
• Natural Language Processing

Publication date: November 7, 2016

Stochastic Structural Analysis for Context-Aware Design and Fabrication

ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia)

Tim Langlois, Ariel Shamir, Daniel Dror, Wojciech Matusik, David I.W. Levin

• Graphics (2D & 3D)

Publication date: November 2, 2016

Summarizing Multimedia Content

17th International Conference on Web Information Systems Engineering

Natwar Modani, Pranav Maneriker, Gaurush Hiranandani, Atanu Sinha, Shivani Gupta, Utpal, Vaishnavi Subramanian

• AI & Machine Learning

Publication date: November 1, 2016

Variance-constrained Actor-Critic Algorithms for Discounted and Average Reward MDPs

Machine Learning Journal (MLJ), 105:3:367-417, 2016 (DOI: 10.1007/s10994-016-5569-5)

LA Prashanth, Mohammad Ghavamzadeh

• AI & Machine Learning

Publication date: November 1, 2016

The 2014 Indian Elections on Twitter: A comparison of campaign strategies of political parties

Journal: Telematics and Informatics (Elsevier), Volume 33, Issue 4

Kokil Jaidka

Publication date: October 26, 2016

Multi-View Inpainting for Image-Based Scene Editing and Rendering

International Conference on 3D Vision (3DV)

Theo Thonat, Eli Shechtman, Sylvain Paris, George Drettakis

• Computer Vision, Imaging & Video

Publication date: October 25, 2016

Single-image RGB Photometric Stereo With Spatially-varying Albedo

International Conference on 3D Vision (3DV) 2016

Ayan Chakrabarti, Kalyan Sunkavalli

• Computer Vision, Imaging & Video

Publication date: October 17, 2016

Aesthetic Electronics: Designing, Sketching, and Fabricating Circuits through Digital Exploration

ACM Symposium on User Interface Software and Technology (UIST)

Joanne Lo, Cesar Torres, Isabel Yang, Jasper O'Leary, Danny Kaufman, Wilmot Li, Mira Dontcheva, Eric Paulos

• Human Computer Interaction

Publication date: October 17, 2016

Authoring Illustrations of Human Movements by Iterative Physical Demonstration

ACM Symposium on User Interface Software and Technology (UIST)

Pei-Yu (Peggy) Chi, Daniel Vogel, Mira Dontcheva, Wilmot Li, Björn Hartmann

• Human Computer Interaction

Publication date: October 17, 2016

CodeMend: Assisting Interactive Programming with Bimodal Embedding

ACM Symposium on User Interface Software and Technology (UIST)

Xin Rong, Shiyan Yan, Stephen Oney, Mira Dontcheva, Eytan Adar

• Human Computer Interaction