Publications

Publication date: June 27, 2016

Composition-preserving Deep Photo Aesthetics Assessment

Computer Vision and Pattern Recognition (2016)

Long Mai, Hailin Jin, Feng Liu

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

Publication date: June 26, 2016

Semantic Object Parsing with Local-Global Long Short-Term Memory

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Xiaodan Liang, Xiaohui Shen, Donglai Xiang, Jiashi Feng, Liang Lin, Shuicheng Yan

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

Publication date: June 26, 2016

Automatic Content-Aware Color and Tone Stylization

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Joon-Young Lee, Kalyan Sunkavalli, Zhe Lin, Xiaohui Shen, In So Kweon

• Computer Vision, Imaging & Video

Publication date: June 26, 2016

Reversible Recursive Instance-level Object Segmentation

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Xiaodan Liang, Yunchao Wei, Xiaohui Shen, Zequn Jie, Jiashi Feng, Liang Lin, Shuicheng Yan

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

Publication date: June 26, 2016

A Multi-Level Contextual Model For Person Recognition in Photo Albums

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

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

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

Publication date: June 26, 2016

Shortlist Selection with Residual-Aware Distance Estimator for K-Nearest Neighbor Search

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Jae-Pil Heo, Zhe Lin, Xiaohui Shen, Jonathan Brandt, Sung-Eui Yoon

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

Publication date: June 25, 2016

Cascading Bandits for Large-Scale Recommendation Problems

32nd Conference on Uncertainty in Artificial Intelligence

Shi Zong, Hao Ni, Kenny Sung, Nan Rosemary Ke, Zheng Wen, Branislav Kveton

• AI & Machine Learning

Publication date: June 19, 2016

DCM Bandits: Learning to Rank with Multiple Clicks

33rd International Conference on Machine Learning

Sumeet Katariya, Branislav Kveton, Csaba Szepesvari, Zheng Wen

• AI & Machine Learning

Publication date: June 19, 2016

Tensor decomposition via joint matrix Schur decomposition

33rd International Conference on Machine Learning (ICML)

Nicolo Colombo, Nikos Vlassis

• AI & Machine Learning
• Data Intelligence

Publication date: June 15, 2016

Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks

NAACL 2016

Ji Young Lee, Franck Dernoncourt

• AI & Machine Learning
• Natural Language Processing

Publication date: June 13, 2016

Tweeting India’s Nirbhaya protest: a study of emotional dynamics in an online social movement

Journal:  Social Movement Studies (Published online)

Kokil Jaidka

Publication date: June 6, 2016

DiscoverySpace: Suggesting Actions in Complex Software

ACM Conference on Designing Interactive Systems (DIS)

C. Ailie Fraser, Mira Dontcheva, Holger Winnemöller, Sheryl Ehrlich, Scott Klemmer

• Human Computer Interaction

Publication date: June 3, 2016

SARVAVID: A Domain Specific Language for Developing Scalable Computational Genomics Applications

International Conference on Supercomputing (ICS)

Kanak Mahadik, Christopher Wright, Jinyi Zhang, Milind Kulkarni, Saurabh Bagchi, Somali Chaterji

• Systems & Languages

Publication date: June 1, 2016

Optimally Robust Policy Improvement with Baseline Guarantees

Workshop on “Reliable Machine Learning in the Wild”, Thirty-Third International Conference on Machine Learning (ICML- 2016), New York City, NY, June 2016.

Marek Petrik, Yinlam Chow, Mohammad Ghavamzadeh

• AI & Machine Learning

Publication date: June 1, 2016

Discovering Primary Objects in Videos by Saliency Fusion and Iterative Appearance Estimation

IEEE Transactions on Circuits and Systems for Video Technology

Jiong Yang, Gangqiang Zhao, Junsong Yang, Xiaohui Shen, Zhe Lin, Brian Price, Jonathan Brandt

• Computer Vision, Imaging & Video

Publication date: June 1, 2016

Event-specific Image Importance

CVPR 2016

Y. Wang, Zhe Lin, Xiaohui Shen, Radomír Měch, Gavin Miller, G. Cottrell

Publication date: June 1, 2016

Interactive Segmentation on RGBD Images via Cue Selection

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016.

J. Feng, Brian Price, Scott Cohen, S. Chang

Publication date: June 1, 2016

Two Illuminant Estimation and User Correction Preference

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016.

D. Cheng, A. Kamel, Brian Price, Scott Cohen, M. Brown

Publication date: June 1, 2016

Unconstrained Salient Object Detection via Proposal Subset Optimization

CVPR 2016

J. Zhang, S. Sclaroff, Zhe Lin, Xiaohui Shen, Brian Price, Radomír Měch

Publication date: May 24, 2016

Analysis of Prosody Increment Induced by Pitch Accents for Automatic Emphasis Correction

Speech Prosody

Yang Zhang, Gautham Mysore, Floraine Berthouzoz, Mark Hasegawa-Johnson

• Audio