Publications

Publication date: July 1, 2016

Sky is Not the Limit: Semantic-Aware Sky Replacement

ACM Transactions on Graphics (Proc. of SIGGRAPH)

Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Ming-Hsuan Yang

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

Publication date: July 1, 2016

Bayesian Policy Gradient and Actor-Critic Algorithms

Journal of Machine Learning Research (JMLR), 17(66):1-53, 2016

Mohammad Ghavamzadeh, Yaakov Engel, Michal Valko

• AI & Machine Learning

Publication date: July 1, 2016

Analysis of Classification-based Policy Iteration Algorithms

Journal of Machine Learning Research (JMLR), 17(19):1-30, 2016.

Alessandro Lazaric, Mohammad Ghavamzadeh, Remi Munos

• AI & Machine Learning

Publication date: July 1, 2016

Proximal Gradient Temporal Difference Learning Algorithms

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI-2016), New York City, NY, 2016.

Bo Liu, Ji Liu, Mohammad Ghavamzadeh, Sridhar Mahadevan, Marek Petrik

• AI & Machine Learning

Publication date: June 30, 2016

Coherent Parametric Contours for Interactive Video Object Segmentation

Computer Vison and Pattern Recognition

Yao Lu, Xue Bai, Linda Shapiro, Jue Wang

• Computer Vision, Imaging & Video

Publication date: June 27, 2016

Deep Interactive Object Selection

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

Ning Xu, Brian Price, Scott Cohen, Jimei Yang, T. Huang

• Computer Vision, Imaging & Video

Publication date: June 27, 2016

Object Contour Detection with a Fully Convolutional Encoder-Decoder Network

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

Jimei Yang, Brian Price, Scott Cohen, Honglak Lee, Ming-Hsuan Yang

• Computer Vision, Imaging & Video

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