Adobe Research » Publications

Publication date: October 11, 2016

An Egocentric Computer Vision based Co-Robot Wheelchair

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

Haoxiang Li, Mohammed Kutbi, Xin Li, Changjiang Cai, Philippos Mordohai, Gang Hua

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 8, 2016

Semantic Object Parsing with Graph LSTM

European Conference on Computer Vision (ECCV)

Xiaodan Liang, Xiaohui Shen, Jiashi Feng, Liang Lin, Shuicheng Yan

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 8, 2016

Photo Aesthetics Ranking Network with Attributes and Content Adaptation

European Conference on Computer Vision (ECCV)

Shu Kong, Xiaohui Shen, Zhe Lin, Radomír Měch, Charless Fowlkes

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 8, 2016

Top-down Neural Attention by Excitation Backprop

European Conference on Computer Vision (ECCV)

Jianming Zhang, Zhe Lin, Jonathan Brandt, Xiaohui Shen, Stan Sclaroff

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 1, 2016

Stochastic Video Prediction with Conditional Density Estimation

Workshop on “Action and Anticipation for Visual Learning”, Fourteenth European Conference on Computer Vision (ECCV-2016), Amsterdam, The Netherlands, October, 2016.

Rui Shu, James Brofos, Frank Zhang, Hung Bui, Mohammad Ghavamzadeh, Mykel Kochenderfer

AI & Machine Learning

Publication date: September 19, 2016

Graphical Model Sketch

European Conference on Machine Learning and Knowledge Discovery in Databases

Branislav Kveton, Hung Bui, Mohammad Ghavamzadeh, Georgios Theocharous, S. Muthukrishnan, Siqi Sun

AI & Machine Learning
Data Intelligence

Publication date: September 12, 2016

Top-down Neural Attention by Excitation Backprop

European Conference on Computer Vision (ECCV)

Jianming Zhang, Zhe Lin, Jonathan Brandt, Xiaohui Shen, Stan Sclaroff, Zhang

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: September 10, 2016

Improving patient cohort identification using natural language processing

Secondary Analysis of Electronic Health Records (pp 405-417)

Raymond Francis Sarmiento, Franck Dernoncourt

AI & Machine Learning
Natural Language Processing

Publication date: September 10, 2016

Hyperparameter selection

Secondary Analysis of Electronic Health Records (pp 419-427)

Franck Dernoncourt, Shamim Nemati, Elias Baedorf Kassis, Mohammad Mahdi Ghassemi

AI & Machine Learning

Publication date: August 3, 2016

Shape synthesis from sketches via procedural models and convolutional networks

IEEE Transactions on Visualization and Computer Graphics

Haibin Huang, Evangelis Kalogerakis, Ersin Yumer, Radomír Měch

AI & Machine Learning
Graphics (2D & 3D)

Publication date: August 1, 2016

Regularized Policy Iteration for Nonparametric Function Spaces

Journal of Machine Learning Research (JMLR), 17(139):1-66, 2016

Amir massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvari, Shie Mannor

AI & Machine Learning

Publication date: July 31, 2016

Minimal Interaction Content Discovery in Recommender Systems

ACM Transactions on Interactive Intelligent Systems 6

Branislav Kveton, Shlomo Berkovsky

AI & Machine Learning
Human Computer Interaction

Publication date: July 9, 2016

Practical Linear Models for Large-Scale One-Class Collaborative Filtering

25th International Joint Conference on Artificial Intelligence

Suvash Sedhain, Hung Bui, Jaya Kawale, Nikos Vlassis, Branislav Kveton, Aditya Menon, Trung Bui, Scott Sanner

AI & Machine Learning

Publication date: July 9, 2016

Matching via dimensionality reduction for estimation of treatment effects in digital marketing campaigns

25th International Joint Conference on Artificial Intelligence (IJCAI)

Sheng Li, Nikos Vlassis, Jaya Kawale, Raymond Fu

AI & Machine Learning
Data Intelligence

Publication date: July 1, 2016

Sky is Not the Limit: Semantic-Aware Sky Replacement

ACM Transactions on Graphics (Proc. of SIGGRAPH)

Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Ming-Hsuan Yang

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: July 1, 2016

Bayesian Policy Gradient and Actor-Critic Algorithms

Journal of Machine Learning Research (JMLR), 17(66):1-53, 2016

Mohammad Ghavamzadeh, Yaakov Engel, Michal Valko

AI & Machine Learning

Publication date: July 1, 2016

Analysis of Classification-based Policy Iteration Algorithms

Journal of Machine Learning Research (JMLR), 17(19):1-30, 2016.

Alessandro Lazaric, Mohammad Ghavamzadeh, Remi Munos

AI & Machine Learning

Publication date: July 1, 2016

Proximal Gradient Temporal Difference Learning Algorithms

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI-2016), New York City, NY, 2016.

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

AI & Machine Learning

Publication date: June 27, 2016

Composition-preserving Deep Photo Aesthetics Assessment

Computer Vision and Pattern Recognition (2016)

Long Mai, Hailin Jin, Feng Liu

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 26, 2016

Semantic Object Parsing with Local-Global Long Short-Term Memory

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Xiaodan Liang, Xiaohui Shen, Donglai Xiang, Jiashi Feng, Liang Lin, Shuicheng Yan

AI & Machine Learning
Computer Vision, Imaging & Video

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