Adobe Research » Publications

Publication date: November 21, 2016

Modeling Stylized Character Expressions via Deep Learning

Asian Conference on Computer Vision (ACCV)

Deepali Aneja, Alex Colburn, Gary Faigin, Linda Shapiro, Barbara Mones

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

Publication date: November 9, 2016

Generating Multiple Diverse Summaries

17th International Conference on Web Information Systems Engineering

Natwar Modani, Balaji Vasan Srinivasan, Harsh Jhamtani

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: November 2, 2016

Summarizing Multimedia Content

17th International Conference on Web Information Systems Engineering

Natwar Modani, Pranav Maneriker, Gaurush Hiranandani, Atanu Sinha, Shivani Gupta, Utpal, Vaishnavi Subramanian

AI & Machine Learning

Publication date: November 1, 2016

Variance-constrained Actor-Critic Algorithms for Discounted and Average Reward MDPs

Machine Learning Journal (MLJ), 105:3:367-417, 2016 (DOI: 10.1007/s10994-016-5569-5)

LA Prashanth, Mohammad Ghavamzadeh

AI & Machine Learning

Publication date: October 15, 2016

Experience Individualization on Online TV Platforms through Persona-based Account Decomposition

MM 2016 - ACM Multimedia Conference

Payal Bajaj, Sumit Shekhar

AI & Machine Learning
Data Intelligence

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

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