Adobe Research » Publications

Publication date: February 4, 2017

Sherlock: Scalable Fact Learning in Images

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17)

Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal

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

Publication date: December 31, 2016

De-identification of patient notes with recurrent neural networks

Journal of the American Medical Informatics Association 2016

Franck Dernoncourt, Ji Young Lee, Ozlem Uzuner, Peter Szolovits

AI & Machine Learning
Natural Language Processing

Publication date: December 16, 2016

Optimizing Neural Network Hyperparameters with Gaussian Processes for Dialog Act Classification

IEEE Spoken Lanuage Technology 2016

Franck Dernoncourt, Ji Young Lee

AI & Machine Learning
Natural Language Processing

Publication date: December 11, 2016

Feature-Augmented Neural Networks for Patient Note De-identification

COLING Clinical NLP 2016

Ji Young Lee, Franck Dernoncourt, Ozlem Uzuner, Peter Szolovits

Best Student Paper Award

AI & Machine Learning
Natural Language Processing

Publication date: December 5, 2016

A posteriori error bounds for joint matrix decomposition problems

30th Annual Conference on Neural Information Processing Systems (NIPS)

Nicolo Colombo, Nikos Vlassis

AI & Machine Learning
Data Intelligence

Publication date: December 1, 2016

Safe Policy Improvement by Minimizing Robust Baseline Regret

Thirtieth Annual Conference on Advances in Neural Information Processing Systems (NIPS-2016), 2016.

Marek Petrik, Mohammad Ghavamzadeh, Yinlam Chow

AI & Machine Learning

Publication date: December 1, 2016

SURGE: Surface Regularized Geometry Estimation from a Single Image

Conference on Neural Information Processing Systems

Peng Wang, Bryan Russell, Xiaohui Shen, Scott Cohen, Brian Price, Alan Yuille

AI & Machine Learning
Computer Vision, Imaging & Video

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

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