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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 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: May 1, 2016

Patternista: Learning Compatible Elements and Composition for Plate Decoration

International Symposium on Non-Photorealistic Animation and Rendering (NPAR)

Quoc Huy Phan, Paul Asente, Jingwan (Cynthia) Lu, Hongbo Fu, Antoni Chan

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: March 13, 2016

Smart filters for social retrieval

ACM IKDD Conference on Data Science

Balaji Vasan Srinivasan, Tanya Goyal, Nikhil Nainani, Kartik Sreenivasan

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: March 8, 2016

Environment Specific Content Rendering & Transformation

ACM Intelligent User Interfaces (Poster)

Balaji Vasan Srinivasan, Tanya Goyal, S. Singh, V. Syal, V. Sharma

AI & Machine Learning
Content Intelligence
Human Computer Interaction

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 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

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 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

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