Publications

Publication date: February 1, 2016

Fast Appearance Modeling for Automatic Primary Video Object Segmentation

Transactions on Image Processing, Feb 2016.

Jiong Yang, Brian Price, Xiaohui Shen, Zhe Lin, J. Yuan

Publication date: January 13, 2016

Spoken Language Understanding for DSTC 4

The 7th International Workshop on Spoken Dialogue Systems (IWSDS 2016), Finland

Franck Dernoncourt, J. Lee, Trung Bui, H. Bui

• AI & Machine Learning
• Intelligent Agents & Assistants
• Natural Language Processing

Publication date: January 1, 2016

Robust Dialog State Tracking for Large Ontologies

International Workshop on Spoken Dialog Systems 2016, Finland

Franck Dernoncourt, J. Lee, Trung Bui, H. Bui

• AI & Machine Learning
• Intelligent Agents & Assistants
• Natural Language Processing

Publication date: December 12, 2015

Learning a Discriminative Model for the Perception of Realism in Composite Images

International Conference on Computer Vision (ICCV'15), Santiago 2015

Jun-Yan Zhu, P. Krähenbühl, Eli Shechtman, Alyosha Efros

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

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