Publications

Publication date: February 4, 2017

Towards Richer and Scalable Understanding of facts in Images

AAAI Conference on Artificial Intelligence

Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal

• AI & Machine Learning
• Computer Vision, Imaging & Video
• Natural Language Processing

Publication date: February 4, 2017

Phase-Aware Optimization in Approximate Computing

In the Proceedings of the 2017 International Symposium on Code Generation and Optimization (CGO)

Subrata Mitra, Manish K. Gupta, Sasa Misailovic, Saurabh Bagchi

Publication date: January 1, 2017

Eulerian Video Magnification and Analysis

Communications of the ACM

Neal Wadhwa, Hao-Yu Wu, Abe Davis, Michael Rubinstein, Eugene Shih, Gautham Mysore, Justin G. Chen, Oral Buyukozturk, John V. Guttag, William T. Freeman, Frédo Durand

• Audio
• Computer Vision, Imaging & Video

Publication date: December 31, 2016

De-identification of patient notes with recurrent neural networks

Journal of the American Medical Informatics Association 2016

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

• AI & Machine Learning
• Natural Language Processing

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