Publications

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

• 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)

Publication date: August 1, 2015

Topology-Constrained Surface Reconstruction From Cross-sections

ACM Transactions On Graphics (Proc. SIGGRAPH 2015)

M. Zou, M. Holloway, Nathan Carr, T. Ju

Publication date: July 25, 2015

Optimal Greedy Diversity for Recommendation

24th International Joint Conference on Artificial Intelligence

A. Ashkan, Branislav Kveton, S. Berkovsky, Z. Wen

Publication date: July 25, 2015

Towards addressing the winograd schema challenge: building and using a semantic parser and a knowledge hunting module

In Proceedings of the 24th International Joint Conference on Artificial Intelligence

Arpit Sharma, Nguyen Vo Ha, Somak Aditya, Chitta Baral

• AI & Machine Learning
• Natural Language Processing

Publication date: July 15, 2015

Semantic Shape Editing Using Deformation Handles

SIGGRAPH

Ersin Yumer, Siddhartha Chaudhuri, Jessica Hodgins, Levent Burak Kara

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

Publication date: July 15, 2015

Efficient training set use for blood pressure prediction in a large scale learning classifier system

Genetic and Evolutionary Computation Conference (GECCO) 2015

Erik Hemberg, Kalyan Veeramachaneni, Franck Dernoncourt, Mark Wagy, Una-May O'Reilly

• AI & Machine Learning

Publication date: July 15, 2015

Imprecise selection and fitness approximation in a large-scale evolutionary rule based system for blood pressure prediction

Genetic and Evolutionary Computation Conference (GECCO) 2015

Erik Hemberg, Kalyan Veeramachaneni, Franck Dernoncourt, Mark Wagy, Una-May O'Reilly

• AI & Machine Learning

Publication date: July 12, 2015

Stable Spectral Learning Based on Schur Decomposition

International Conference on Uncertainty in AI (UAI)

Nicolo Colombo, Nikos Vlassis