Publications

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

Publication date: November 14, 2015

Similarity Learning for Product Recommendation using Multi-Channel Data

International Conference on Data Mining (Workshop on Optimization Based Techniques for Emerging Data Mining)

Iftikhar Ahamath Burhanuddin, Payal Bajaj, Sumit Shekhar

Publication date: November 9, 2015

Procedural Modeling Using Autoencoder Networks

UIST 2015 - ACM User Interface Software and Technology Symposium

Mehmet Ersin Yumer, Paul Asente, Radomír Měch, Levent Burak Kara

• AI & Machine Learning
• Graphics (2D & 3D)
• Human Computer Interaction

Publication date: November 8, 2015

Capture-Time Feedback for Recording Scripted Narration

ACM Symposium on User Interface Software and Technology (UIST)

Steve Rubin, Floraine Berthouzoz, Gautham Mysore, Maneesh Agrawala

• Audio
• Human Computer Interaction

Publication date: November 8, 2015

DataTone: Managing ambiguity in natural language interfaces for data visualization

ACM Symposium on User Interface Software and Technology (UIST)

Tong Gao, Mira Dontcheva, Eytan Adar, Leo Zhicheng Liu, Karrie Karahalios

• Human Computer Interaction

Publication date: November 3, 2015

High-Quality Hair Modeling from a Single Portrait Photo

ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2015)

M. Chai, L. Luo, Kalyan Sunkavalli, Nathan Carr, Sunil Hadap, K. Zhou

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

Publication date: November 2, 2015

Blind Video Temporal Consistency

ACM Transactions on Graphics (Proc. SIGGRAPH Asia) 2015

Nicolas Bonneel, James Tompkin, Kalyan Sunkavalli, Deqing Sun, Sylvain Paris, Hanspeter Pfister

• Computer Vision, Imaging & Video

Publication date: November 2, 2015

Data-Driven Structural Priors for Shape Completion

SIGGRAPH Asia

Minhyuk Sung, Vladimir Kim, Roland Angst, Leonidas Guibas

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

Publication date: November 1, 2015

A non-parametric approach to the Multi-channel attribution problem

WISE 2015 – 16th International Conference on Web Information System Engineering

Meghanath Macha Yadagiri, Shiv Saini, Ritwik Sinha

Publication date: November 1, 2015

Creating Diverse Product Review Summaries: A Graph Approach

WISE 2015 – 16th International Conference on Web Information System Engineering

Natwar Modani