Publications

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)

Publication date: October 1, 2015

Inner and Inter Label Propagation: Salient Object Detection in the Wild

Transactions on Image Processing

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