Publications

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

Publication date: November 1, 2015

Improving Marketing Interactions by Mining Sequences

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

Ritwik Sinha, Sanket Mehta

Publication date: November 1, 2015

Adaptive Metric Learning for Saliency Detection

Transactions on Image Processing

S. Li, H. Lu, Zhe Lin, Xiaohui Shen, Brian Price

• Computer Vision, Imaging & Video
• Content Intelligence

Publication date: November 1, 2015

A Non-parametric Approach to the Multi-channel Attribution Problem

Web Information Systems Engineering – WISE 2015

M. Yadagiri, Shiv Saini, Ritwik Sinha

Publication date: November 1, 2015

Rating Image Aesthetics Using Deep Learning

IEEE Transactions on Multimedia 17(11): 2021-2034

X. Lu, Zhe Lin, Hailin Jin, Jianchao Yang, Jue Wang

Publication date: November 1, 2015

Improving Marketing Interactions by Mining Sequences

Web Information Systems Engineering – WISE 2015

Ritwik Sinha, Sanket Mehta, T. Bohra, A. Krishnan

Publication date: October 18, 2015

Dealing with the Unknown: Resilience to Prediction Errors

In Proceedings of the 2015 International Conference on Parallel Architecture and Compilation (PACT)

Subrata Mitra, Greg Bronevetsky, Suhas Javagal, Saurabh Bagchi

• Systems & Languages

Publication date: October 8, 2015

Brushables: Example-based Edge-aware Directional Texture Painting

Computer Graphics Forum (Proc. Pacific Graphics 2015)

Michal Lukáč, Jakub Fišer, Paul Asente, Jingwan (Cynthia) Lu, Eli Shechtman, Daniel Sýkora

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