Publications

Publication date: July 10, 2017

Top-down Visual Saliency Guided by Captions

Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Vasili Ramanishka, Abir Das, Jianming Zhang, Kate Saenko
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 10, 2017

Context-Aware Video Recommendation using Session Progress

IEEE International Conference on Multimedia and Expo (ICME)

Gang Wu, Vishy Swaminathan, Saayan Mitra, Ratnesh Kumar
  • Adobe Research icon AI & Machine Learning

Publication date: July 9, 2017

Get to the Bottom: Causal Analysis for User Modeling

Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization (UMAP)

Shi Zong, Branislav Kveton, Shlomo Berkovsky, Azin Ashkan, Zheng Wen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: July 7, 2017

MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks

SemEval 2017

Ji Young Lee, Franck Dernoncourt, Peter Szolovits
Ranked first in the SemEval-2017 task
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: July 1, 2017

Scribbler: Controlling Deep Image Synthesis with Sketch and Color

IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2017.

Patsorn Sangkloy, Jingwan (Cynthia) Lu, Chen Fang, Fisher Yu, James Hays
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: May 30, 2017

Sequential short-text classification with neural networks

MIT PhD Thesis 2017

Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: May 26, 2017

Usage Based Tag Enhancement of Images

21st Pacific-Asia Conference on Knowledge Discovery and Data Mining

Balaji Vasan Srinivasan, Noman Ahmed Sheikh, Roshan Kumar, Saurabh Verma, Niloy Ganguly
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 26, 2017

Preventing Inadvertent Information Disclosures via Automatic Security Policies

21st Pacific-Asia Conference on Knowledge Discovery and Data Mining

Tanya Goyal, Sanket Mehta, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 23, 2017

Fairness Aware Recommendations on Behance

PAKDD

Natwar Modani, Deepali Jain, Ujjawal Soni, Gaurav Kumar Gupta, Palak Agarwal
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: April 20, 2017

Stochastic Rank-1 Bandits

20th International Conference on Artificial Intelligence and Statistics

Sumeet Katariya, Branislav Kveton, Csaba Szepesvari, Claire Vernade, Zheng Wen
  • Adobe Research icon AI & Machine Learning

Publication date: April 17, 2017

Corpus-based Automatic Text Expansion

18th International Conference on Intelligent Text Processing and Computational Linguistics

Balaji Vasan Srinivasan, Rishiraj Saha Roy, Harsh Jhamtani, Natwar Modani, Niyati Chhaya
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: April 17, 2017

Generating Appealing Brand Names

18th International Conference on Intelligent Text Processing and Computational Linguistics

Gaurush Hiranandani, Pranav Maneriker, Harsh Jhamtani
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: April 10, 2017

Leveraging Site Search Logs to Identify Missing Content on Enterprise Webpages

39th European Conference on Information Retrieval, {ECIR} 2017, Aberdeen, UK

Harsh Jhamtani, Rishiraj Saha Roy, Niyati Chhaya, Eric Nyberg
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: April 7, 2017

Neural Networks for Joint Sentence Classification in Medical Paper Abstracts

EACL 2017

Franck Dernoncourt, Ji Young Lee, Peter Szolovits
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: March 25, 2017

Explainable Image Understanding Using Vision and Reasoning

AAAI Doctoral Consortium, 2017

Somak Aditya
  • Adobe Research icon AI & Machine Learning

Publication date: March 13, 2017

An Interactive Points of Interest Guidance System

Proceedings of the 22nd International Conference on Intelligent User Interfaces

Georgios Theocharous, Nikos Vlassis, Zheng Wen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Human Computer Interaction

Publication date: March 9, 2017

Modelling End of Online Session from Streaming Data

ACM iKDD Conference on Data Science

Moumita Sinha, Harsh Jhamtani, Sanket Mehta, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: February 4, 2017

Automated Data Cleansing through Meta-Learning

Innovative Applications of Artificial Intelligence (IAAI)

Ian Gemp, Georgios Theocharous, Mohammad Ghavamzadeh
  • Adobe Research icon AI & Machine Learning

Publication date: February 4, 2017

Predictive Off-Policy Policy Evaluation for Nonstationary Decision Problems, with Applications to Digital Marketing

Innovative Applications of Artificial Intelligence (IAAI)

Philip S. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh, Ishan Durugkar, Emma Brunskill
  • Adobe Research icon AI & Machine Learning

Publication date: February 4, 2017

Towards Richer and Scalable Understanding of facts in Images

AAAI Conference on Artificial Intelligence

Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing
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