Publications

Publication date: February 15, 2018

Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives

PloS one

Sebastian Gehrmann, Franck Dernoncourt, Yeran Li, Eric T Carlson, Joy T Wu, Jonathan Welt, John Foote Jr, Edward T Moseley, David W Grant, Patrick D Tyler, Leo A Celi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: February 5, 2018

Modeling Time to Open of Emails with a Latent State for User Engagement Level

ACM International Conference on Web Search and Data Mining (WSDM)

Moumita Sinha, Vishwa Vinay, Harvineet Singh
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: January 1, 2018

Learning Local Shape Descriptors from Part Correspondences With Multi-view Convolutional Networks

Transactions On Graphics

Haibin Huang, Evangelos Kalogerakis, Siddhartha Chaudhuri, Duygu Ceylan, Vladimir Kim, Ersin Yumer
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: January 1, 2018

Deep Inductive Graph Representation Learning

IEEE Transactions on Knowledge and Data Engineering (TKDE)

Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed, Rossi
  • Adobe Research icon AI & Machine Learning

Publication date: January 1, 2018

Graph Classification using Structural Attention

KDD

John Boaz Lee, Ryan A. Rossi, Xiangnan Kong
  • Adobe Research icon AI & Machine Learning

Publication date: January 1, 2018

Interactive Visual Graph Mining and Learning

ACM Transactions on Intelligent Systems and Technology

Ryan A. Rossi, Nesreen K. Ahmed, Hoda Eldardiry, Rong Zhou
  • Adobe Research icon AI & Machine Learning

Publication date: December 31, 2017

An LSTM Based System for Prediction of Human Activities with Durations

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (UbiComp)

Kundan Krishna, Deepali Jain, Sanket Mehta, Sunav Choudhary
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: December 18, 2017

Image Understanding using Vision and Reasoning through Scene Description Graph

Computer Vision and Image Understanding (CVIU), 2017

Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos, Cornelia Fermüller
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: December 11, 2017

Rafiki: a middleware for parameter tuning of NoSQL datastores for dynamic metagenomics workloads

Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference (Middleware '17)

Ashraf Mahgoub, Paul Wood, Sachandhan Ganesh, Subrata Mitra, Wolfgang Gerlach, Travis Harrison, Folker Meyer, Ananth Grama, Saurabh Bagchi, Somali Chaterji
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Systems & Languages

Publication date: December 11, 2017

Personalized Video Recommendations for Shared Accounts

IEEE ISM 2017

Shuo Yang, Somdeb Sarkhel, Saayan Mitra, Vishy Swaminathan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Data Intelligence

Publication date: December 11, 2017

Feature Selection for FM-Based Context-Aware Recommendation Systems

IEEE ISM 2017

Xueyu Mao, Saayan Mitra, Vishy Swaminathan
  • Adobe Research icon AI & Machine Learning

Publication date: December 11, 2017

Digital content recommendation system using implicit feedback data

IEEE BigData 2017

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

Publication date: December 4, 2017

Toward Multimodal Image-to-Image Translation

Neural Information Processing Systems (NIPS'17)

Jun-Yan Zhu, Richard Zhang, Deepak Pathak, Trevor Darrell, Alexei A. Efros, Oliver Wang, Eli Shechtman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: November 29, 2017

Tomographic reconstruction using global statistical priors

2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA)

Preeti Gopal, Ritwick Chaudhry, Sharat Chandran, Imants Svalbe, Ajit Rajwade
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: November 27, 2017

Transferring Image-based Edits for Multi-Channel Compositing

ACM Transactions on Graphics (Proc. SIGGRAPH Asia'17)

James W. Hennessey, Wilmot Li, Bryan Russell, Eli Shechtman, Niloy Mitra
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: November 27, 2017

ComplementMe: Weakly-Supervised Component Suggestions for 3D Modeling

SIGGRAPH Asia

Minhyuk Sung, Hao Su, Vladimir Kim, Siddhartha Chaudhuri, Leonidas Guibas
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: November 27, 2017

Learning to Predict Indoor Illumination from a Single Image

ACM Transactions on Graphics (Proc. SIGGRAPH Asia) 2017

Marc-Andre Gardner, Kalyan Sunkavalli, Ersin Yumer, Xiaohui Shen, Emiliano Gambaretto, Christian Gagné, Jean-François Lalonde
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: November 27, 2017

Planar Interpolation with Extreme Deformation, Topology Change and Dynamics

ACM Transactions on Graphics (SIGGRAPH Asia 2017)

Yufeng Zhu, Jovan Popović, Robert Bridson, Danny Kaufman
  • Adobe Research icon Graphics (2D & 3D)

Publication date: November 18, 2017

Intent-Aware Contextual Recommendation System

Data Mining Workshop (ICDMW) 2017

Biswarup Bhattacharya, Iftikhar Ahamath Burhanuddin, Abhilasha Sancheti, Kushal Satya
  • Adobe Research icon AI & Machine Learning

Publication date: November 13, 2017

Deep Multi-scale Multi-task FCN for Semantic Page Segmentation and Table Structure Detection

International Conference on Document Analysis and Retrieval (ICDAR) 2017

Dafang He, Brian Price, Scott Cohen, Daniel Kifer, Lee Giles
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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