Publications

Publication date: June 23, 2015

A Convolutional Neural Network Cascade for Face Detection

IEEE Conference on Computer Vision and Pattern Recognition

Haoxiang Li, Zhe Lin, Xiaohui Shen, Jonathan Brandt, Gang Hua

• Computer Vision, Imaging & Video

Publication date: June 23, 2015

Matching-CNN Meets KNN: Quasi-Parametric Human Parsing

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Liang Lin, Xiaochun Cao, Shuicheng Yan

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

Publication date: June 20, 2015

ShipShape: A Drawing Beautification Assistant

SBIM 2015 - International Symposium on Sketch-Based Interfaces and Modeling

Jakub Fišer, Paul Asente, Daniel Sýkora

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

Publication date: June 8, 2015

Finding Distractors In Images

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)

O. Fried, Eli Shechtman, Dan Goldman, A. Finkelstein

Publication date: June 8, 2015

PatchCut: Data-Driven Object Segmentation via Local Shape Transfer

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015.

Jimei Yang, Brian Price, Scott Cohen, Zhe Lin, Ming-Hsuan Yang

• Computer Vision, Imaging & Video

Publication date: June 8, 2015

Class Consistent Multi-Modal Fusion With Binary Features

IEEE Conference on Computer Vision and Pattern Recognition

Ashish Shrivastava, Mohammed Rastegari, Sumit Shekhar, Rama Chellappa, Larry Davis

• Computer Vision, Imaging & Video

Publication date: June 3, 2015

Learning style similarity for searching infographics

Proceedings of Graphics Interface Conference

Babak Saleh, Mira Dontcheva, Aaron Hertzmann, Leo Zhicheng Liu

• Computer Vision, Imaging & Video

Publication date: June 1, 2015

Salient Object Subitizing

CVPR 2015

J. Zhang, S. Ma, M. Sameki, S. Sclaroff, M. Betke, Zhe Lin, Xiaohui Shen, Brian Price, Radomír Měch

Publication date: May 18, 2015

Probabilistic Deduplication of Anonymous Web Traffic

24th International World Wide Web Conference (WWW '15) Posters

R. Saha Roy, Ritwik Sinha, Niyati Chhaya, Shiv Saini

Publication date: May 15, 2015

Small circulant complex Hadamard matrices of Butson type

European Journal of Combinatorics

Gaurush Hiranandani, Jean-Marc Schlenker

Publication date: May 9, 2015

Tight Regret Bounds for Stochastic Combinatorial Semi-Bandits

18th International Conference on Artificial Intelligence and Statistics

Branislav Kveton, Z. Wen, A. Ashkan, C. Szepesvari

Publication date: May 7, 2015

Real-World Font Recognition Using Deep Network and Domain Adaptation

ICLR 2015

Zhangyang Wang, Jianchao Yang, Hailin Jin, Eli Shechtman, Aseem Agarwala, Jonathan Brandt, Thomas S. Huang

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

Publication date: May 4, 2015

Domain adaptive sparse representation-based classification

IEEE International Conference and Workshops on Automatic Face and Gesture Recognition

Heng Zhang, Sumit Shekhar, Vishal Patel, Rama Chellappa

• Computer Vision, Imaging & Video

Publication date: May 1, 2015

Classification-based Approximate Policy Iteration

IEEE Transactions on Automatic Control (TAC), 60(11): 2989- 2993, 2015.

Amir massoud Farahmand, Doina Precup, Andre Barreto, Mohammad Ghavamzadeh

• AI & Machine Learning

Publication date: May 1, 2015

Improved Learning Complexity in Combinatorial Pure Exploration Bandits

Proceedings of the Nine- teenth International Conference on Artificial Intelligence and Statistics (AISTATS-2016), pp. 1004-1012, Cadiz, Spain, 2016.

Victor Gabillon, Alessandro Lazaric, Mohammad Ghavamzadeh, Ronald Ortner, Peter Bartlett

• AI & Machine Learning

Publication date: May 1, 2015

Ad Recommendation Systems for Life-Time Value Optimization

Workshop on Ad Targeting at Scale (WWW) 2015.

Georgios Theocharous, P. Thomas, Mohammad Ghavamzadeh

Publication date: May 1, 2015

Comprehensible Video Thumbnails

Computer Graphics Forum (Proc. Eurographics 2015)

Jongdae Kim, Charles Gray, Paul Asente, John Collomosse

• Computer Vision, Imaging & Video
• Human Computer Interaction

Publication date: April 19, 2015

Speaker and Noise Independent Online Single Channel Speech Enhancement

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Francois Germain, Gautham Mysore

• AI & Machine Learning
• Audio

Publication date: April 19, 2015

Speech Dereverberation using a Learned Speech Model

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Dawen Liang, Matt Hoffman, Gautham Mysore

• AI & Machine Learning
• Audio

Publication date: April 19, 2015

Efficient Manifold Preserving Audio Source Separation using Locality Sensitive Hashing

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Minje Kim, Paris Smaragdis, Gautham Mysore

• AI & Machine Learning
• Audio