Publications

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

Publication date: October 1, 2015

DeepFont: Identify Your Font from an Image

ACM International Conference on Multimedia (MM'15)

Zhangyang Wang, Jianchao Yang, Hailin Jin, Eli Shechtman, Aseem Agarwala, Jonathan Brandt, Thomas S. Huang

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 1, 2015

Coupled projections for adaptation of dictionaries

IEEE Transactions on Image Processing

Sumit Shekhar, Hien Nguyen, Vishal Patel, Rama Chellappa

Computer Vision, Imaging & Video

Publication date: October 1, 2015

DeepFont: A System for Font Recognition and Similarity

ACM International Conference on Multimedia (MM'15)

Zhangyang Wang, Jianchao Yang, Hailin Jin, Jonathan Brandt, Eli Shechtman, Aseem Agarwala, Zhaowen Wang, Yuyan Song, Joseph Hseih, Sarah Kong, Thomas Huang

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: September 1, 2015

Discriminative feature learning from big data for visual recognition

Pattern Recognition 48(10): 2961-2963

Z. Jiang, Zhe Lin, H. Ling, F. Porikli, L. Shao, P. Turaga

Publication date: August 28, 2015

EnTwine: Feature Analysis and Candidate Selection for Social User Identity Aggregation

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015, Paris, France

Niyati Chhaya, Dhwanit Agarwal, Nikaash Puri, Paridhi Jain, Deepak Pai, Ponnurangam Kumaraguru

AI & Machine Learning
Natural Language Processing

Publication date: August 7, 2015

Evaluation of Interpolants in Their Ability to Fit Seismometric Time Series

Journal: Mathematics, 2015, 3(3), 666-689

Ritwik Sinha

Publication date: August 1, 2015

Approximate Modified Policy Iteration and its Application to the Game of Tetris

Journal of Machine Learning Research (JMLR), 16:1629-1676, 2015.

Bruno Scherrer, Mohammad Ghavamzadeh, Victor Gabillon, Boris Lesner, Matthieu Geist

AI & Machine Learning

Publication date: August 1, 2015

Finite-Sample Analysis of Proximal Gradient TD Algorithms

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence (UAI-2015), pp. 504-513, Amsterdam, Netherlands, 2015.

Bo Liu, Ji Liu, Mohammad Ghavamzadeh, Sridhar Mahadevan, Marek Petrik

winner of the Facebook best student paper award

AI & Machine Learning

Publication date: August 1, 2015

Maximum Entropy Semi-Supervised Inverse Reinforcement Learning

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI-2015), pp. 3315-3321, Buenos Aires, Argentina, 2015.

Julien Audiffren, Michal Valko, Alessandro Lazaric, Mohammad Ghavamzadeh

AI & Machine Learning

Publication date: August 1, 2015

Can We Automatically Transform Speech Recorded on Common Consumer Devices in Real-World Environments into Professional Production Quality Speech? – A Dataset, Insights, and Challenges

IEEE Signal Processing Letters

Gautham Mysore

Audio

Publication date: August 1, 2015

Evaluation of Interpolants in Their Ability to Fit Seismometric Time Series

Mathematics 2015, 3(3), 666-689

K. Base, M. Mariani, L. Sherpa, Ritwik Sinha

Publication date: August 1, 2015

LazyFluids – Appearance Transfer for Fluid Animations

ACM Transactions on Graphics (Proc. SIGGRAPH'15), 34(4)

Ondřej Jamriška, Jakub Fišer, Paul Asente, Jingwan (Cynthia) Lu, Eli Shechtman, Daniel Sýkora

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