Publications

Publication date: December 11, 2015

A Ranking Approach to Address the Click Sparsity Problem in Personalized Ad Recommendation

Workshop: Machine Learning for eCommerce (NIPS) 2015.

S. Chaudhuri, Georgios Theocharous, Mohammad Ghavamzadeh

Publication date: December 11, 2015

PatchMatch-based Automatic Lattice Detection for Near-Regular Textures

ICCV

S. Liu, Kalyan Sunkavalli, Nathan Carr, E. Shectman, M. Do, T. Ng

Publication date: December 9, 2015

Banzhaf Index for Influence Maximization

The 7th International Conference on Social Informatics

Balaji Vasan Srinivasan, A. Sai Kumar

• AI & Machine Learning
• Content Intelligence

Publication date: December 7, 2015

Combinatorial Cascading Bandits

Advances in Neural Information Processing Systems 28

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

Publication date: December 7, 2015

Efficient Thompson Sampling for Online Matrix-Factorization Recommendation

Advances in Neural Information Processing Systems 28

Jaya Kawale, H. Bui, Branislav Kveton, L. Tran-Thanh, S. Chawla

Publication date: December 7, 2015

Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis

In Advances in Neural Information Processing Systems (NIPS) 2015

Jimei Yang, Scott Reed, Ming-Hsuan Yang, Honglak Lee

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

Publication date: December 7, 2015

PatchMatch-based Automatic Lattice Detection for Near-Regular Textures

International Conference on Computer Vision (ICCV'15)

Siying Liu, Tian-Tsong Ng, Kalyan Sunkavalli, Minh N. Do, Eli Shechtman, Nathan Carr

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

Publication date: December 2, 2015

Expediting Precomputation for Reduced Deformable Simulation

ACM Transactions on Graphics (SIGGRAPH Asia)

Yin Yang, Dingzeyu Li, Weiwei Xu, Yuan Tian, Changxi Zheng

• Graphics (2D & 3D)

Publication date: December 1, 2015

Beyond White: Ground Truth Colors for Color Constancy Correction

In Proc. International Conference on Computer Vision (ICCV) 2015

D. Chen, Brian Price, Scott Cohen, M. Brown

Publication date: December 1, 2015

Deep Multi-Patch Aggregation Network for Image Style, Aesthetics, and Quality Estimation

ICCV 2015

X. Lu, Zhe Lin, Xiaohui Shen, Radomír Měch, Jue Wang

Publication date: December 1, 2015

Joint Object and Part Segmentation using Deep Learned Potentials

In Proc. International Conference on Computer Vision (ICCV) 2015

P. Wang, Xiaohui Shen, Zhe Lin, Scott Cohen, Brian Price, A. Yuille

Publication date: December 1, 2015

Minimum Barrier Salient Object Detection at 80 FPS

ICCV 2015

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

Publication date: December 1, 2015

Policy Evaluation Using the Ω-Return

Neural Information Processing Systems (NIPS) 2015.

P. Thomas, S. Niekum, Georgios Theocharous, G. Konidaris

Publication date: December 1, 2015

Identifying Suggestions for Improvement of Product Features from Online Product Reviews

SocInfo

Harsh Jhamtani, Niyati Chhaya, D. Varshney, S. Karwa, D. Kedia, V. Gupta

• AI & Machine Learning
• Natural Language Processing

Publication date: December 1, 2015

Attribute2Image: Conditional Image Generation from Visual Attributes

arXiv preprint arXiv:1512.00570

Xinchen Yan, Jimei Yang, Kihyuk Sohn, Honglak Lee

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

Publication date: December 1, 2015

Human Parsing with Contextualized Convolutional Neural Network

IEEE International Conference on Computer Vision (ICCV)

Xiaodan Liang, Chunyan Xu, Xiaohui Shen, Jianchao Yang, Si Liu, Jinhui Tang, Liang Lin, Shuicheng Yan

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

Publication date: December 1, 2015

Deep Human Parsing with Active Template Regression

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)

Xiaodan Liang, Si Liu, Xiaohui Shen, Jianchao Yang, Luoqi Liu, Jian Dong, Liang Lin, Shuicheng Yan

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

Publication date: December 1, 2015

Bayesian Reinforcement Learning: A Survey

Foundations and Trends in Machine Learning, 8(5-6):359-483, 2015 (DOI: 10.1561/2200000049).

Mohammad Ghavamzadeh, Shie Mannor, Joelle Pineau, Aviv Tamar

• AI & Machine Learning

Publication date: December 1, 2015

Policy Gradient for Coherent Risk Measures

Proceedings of the Twenty-Ninth Annual Conference on Advances in Neural Information Processing Systems (NIPS-2015), pp. 1468-1476, 2015.

Aviv Tamar, Yinlam Chow, Mohammad Ghavamzadeh, Shie Mannor

• AI & Machine Learning

Publication date: November 23, 2015

Improved Classification and Reconstruction by Introducing Independence and Randomization in Deep Neural Networks

Digital Image Computing: Techniques and Applications (DICTA)

Gaurush Hiranandani, Harish Karnick

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