Adobe Research » Publications

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: 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 1, 2015

Personalized Ad Recommendation Systems for Life-Time Value Optimization with Guarantees.

International Joint Conference on Artificial Intelligence (IJCAI) 2015.

Georgios Theocharous, P. Thomas, Mohammad Ghavamzadeh

AI & Machine Learning

Publication date: June 25, 2015

Gaussian Process-based Feature Selection for Wavelet Parameters: Predicting Acute Hypotensive Episodes from Physiological Signals

IEEE 28th International Symposium on Computer-Based Medical Systems

Franck Dernoncourt, Kalyan Veeramachaneni, Una-May O’Reilly

AI & Machine Learning

Publication date: June 23, 2015

Matching-CNN Meets KNN: Quasi-Parametric Human Parsing

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Liang Lin, Xiaochun Cao, Shuicheng Yan

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: May 7, 2015

Real-World Font Recognition Using Deep Network and Domain Adaptation

ICLR 2015

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

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: May 1, 2015

Classification-based Approximate Policy Iteration

IEEE Transactions on Automatic Control (TAC), 60(11): 2989- 2993, 2015.

Amir massoud Farahmand, Doina Precup, Andre Barreto, Mohammad Ghavamzadeh

AI & Machine Learning

Publication date: May 1, 2015

Improved Learning Complexity in Combinatorial Pure Exploration Bandits

Proceedings of the Nine- teenth International Conference on Artificial Intelligence and Statistics (AISTATS-2016), pp. 1004-1012, Cadiz, Spain, 2016.

Victor Gabillon, Alessandro Lazaric, Mohammad Ghavamzadeh, Ronald Ortner, Peter Bartlett

AI & Machine Learning

Publication date: April 19, 2015

Speaker and Noise Independent Online Single Channel Speech Enhancement

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Francois Germain, Gautham Mysore

AI & Machine Learning
Audio

Publication date: April 19, 2015

Speech Dereverberation using a Learned Speech Model

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Dawen Liang, Matt Hoffman, Gautham Mysore

AI & Machine Learning
Audio

Publication date: April 19, 2015

Efficient Manifold Preserving Audio Source Separation using Locality Sensitive Hashing

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Minje Kim, Paris Smaragdis, Gautham Mysore

AI & Machine Learning
Audio

Publication date: April 4, 2015

Summarizing Customer Reviews through Aspects and Contexts

International Conference on Intelligent Text Processing and Computational Linguistics (CICLING), 2015.

Prakhar Gupta, Sandeep Kumar, Kokil Jaidka

AI & Machine Learning

Publication date: March 18, 2015

Community Reaction – From Blogs to Facebook

ACM iKDD Conference on Data Science

Balaji Vasan Srinivasan, Anandhavelu Natarajan, Ritwik Sinha, Moumita Sinha

AI & Machine Learning
Content Intelligence
Data Intelligence
Natural Language Processing

Publication date: March 12, 2015

Visual Commonsense for Scene Understanding Using Perception, Semantic Parsing and Reasoning

AAAI Spring Symposium Series, 2015

Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermüller, Yiannis Aloimonos

AI & Machine Learning
Computer Vision, Imaging & Video
Natural Language Processing

Publication date: December 12, 2014

Parametric Dictionaries and Feature Augmentation for Continuous Domain Adaptation

Indian Conference on Computer Vision Graphics and Image Processing

Sumit Shekhar, Nitesh Shroff, Rama Chellappa

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 1, 2014

Algorithms for CVaR Optimization in MDPs

Proceedings of the Twenty-Eighth Annual Conference on Advances in Neural Information Processing Systems (NIPS-2014), pp. 3509-3517, 2014.

Yinlam Chow, Mohammad Ghavamzadeh

AI & Machine Learning

Publication date: December 1, 2014

Constrained Stochastic Optimal Control with a Baseline Performance Guarantee

Workshop on “From Bad Models to Good Policies”, Twenty-Eighth Annual Conference on Advances in Neural Information Processing Systems (NIPS-2014), Montreal, Canada, December 2014.

Yinlam Chow, Mohammad Ghavamzadeh

AI & Machine Learning

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